Best software QA testing jobs

I’m looking for an experienced crochet pattern designer to create three original plush toy patterns for a children’s brand

I’ll provide mood boards and references for the look I want. The designs need to be original, soft and characterful, with a more timeless/premium feel.

They need to be:

beginner-friendly
no-sew wherever possible
clear and easy to follow

I’m looking for someone who can design the toys, make the physical samples and write the patterns.

I’d also need:

development photos so I can give feedback
step-by-step photos in the pattern where needed
simple video clips
revisions after independent pattern testing
the final samples posted to me in Australia

Please send examples of original plush toys you have designed yourself, your price for all three patterns, expected turnaround time and where you are based.

As-Salaamu Alaykum wa Rahmatullahi wa Barakatuh,

This job post is only for Muslims. Applications from non-Muslims will not be reviewed. We're an Islamic tech company and we're close to launching our first product inshaAllah, but we need a solid, detail-oriented, QA software engineer/tester who can do the following:

- Review our entire application
- Develop a test case catalog
- Manually test and report any bugs/issues/improvements

We won't build automated e2e tests because they're brittle and require a lot of time to maintain. Our plan instead is to have AI agents run through the test cases themselves and pass/fail them. So you need to be thorough and write realistic test cases that reflect all of the actions of our system.

You need to be Muslim and you need to have a deep passion for Islam. We're building this for the ummah and we want you to be as excited as we are inshaAllah.

One last note: I am very picky with whom I hire. If I receive applications that are AI generated, I will reject them immediately. I want to know you read this job posting and you truly understand what we're trying to do here. If you are Muslim and you've worked on projects involving haram things, then your application will be rejected. Most importantly, you must be praying 5 times a day and not missing your prayers regularly. This is the bare minimum rights that Allah (SWT) has over us, if you can't fulfill the rights of Allah (SWT), then I'm sorry, but I can't trust you to do this work properly.

Turn a nonfiction catalog into a business readers discover, buy, and recommend.

We are hiring an exceptional Book Sales & Marketing Strategist to lead measurable revenue growth across 27 book editions covering AI, celebrity culture, money, longevity, and space. The opportunity combines timely subjects, distinct audiences, and multiple routes to purchase: Amazon, direct sales, retail, libraries, and institutional buyers.

The project budget is $100,000, with scope, milestones, and deliverables agreed before contracting. Advertising, distribution, and third-party spending require separate approval. We want an experienced operator who can select the strongest opportunities, execute campaigns, close partnerships, and show what produces profitable sales.

This is an opportunity to shape a catalog with multiple commercial entry points: professional learning, fandom, cultural curiosity, and future technology. If you have turned promising nonfiction into sustained demand, bring your evidence and a clear plan for doing it again.

YOUR MISSION

Turn our existing sales plan into a prioritized operating plan. Audit publication status, listings, positioning, formats, pricing, distribution eligibility, and available sales data. Choose a small launch group based on audience demand, conversion readiness, margins, and channel fit. Expand only when evidence supports it.

Own Amazon listing optimization, keyword research, descriptions, relevant categories, conversion testing, and Amazon Ads. Build segmented email funnels, sample-chapter lead magnets, reader journeys, thematic bundles, and cross-promotion. Develop targeted creator, newsletter, podcast, and community partnerships. Pursue bookstore, library, corporate training, conference, and bulk-purchase opportunities where economics justify the effort.

FIRST 90 DAYS

Deliver a baseline audit, ranked priorities, channel economics, and a practical testing calendar. Launch focused campaigns for the strongest titles, create sales assets, and maintain a qualified partnership pipeline. Report weekly on units, revenue, contribution margin, advertising efficiency, conversion, and attributable orders. Explain what you stopped, improved, or scaled and why. Treat the source plan's forecasts as hypotheses to validate.

WHO SHOULD APPLY

Bring documented nonfiction book-sales results and personal responsibility for execution. Demonstrate Amazon advertising expertise alongside direct marketing or institutional sales. Show commercial judgment about royalties, printing costs, discounts, returns, distribution restrictions, and customer acquisition. Build legitimate reader demand through accurate positioning and compliant promotion.

Include two relevant case studies with starting conditions, spend, timeframe, sales outcomes, and your exact contribution. Review the catalog below, choose your first three priorities, and explain the audience, offer, channel, and test for each. Propose initial milestones, your availability, and how you would allocate effort across the catalog.

THE CATALOG

The 27 entries below include alternative editions; the repeated Co-Evolution title is intentional. Audit edition overlap before launch. Selected manuscripts can be shared during discussions about sales potential.

AI, BUSINESS TRANSFORMATION & DISCOVERY

1. How AI Agents Are Rewiring Work, Companies, and Competition — An Advanced Guide to Smart Software That’s Changing How We Work and Win

2. How to Avoid the AI Backlash Leading to the AI Bubble — Combining LLM’s, Search and World Models in the Co-Evolving of Humans and AI in the service of human needs

3. Dario Amodei (Anthropic) vs. Sam Altman (OpenAI) vs Elon Musk (xAI) — How Three A.I. Empires Are Navigating Backlash, Riding a Potential Bubble, and Pointing Toward a PushvsPull Future

4. The Co-Evolution of Artificial Intelligence and Humans

5. The AI-Powered Intelligent Infrastructure Driving a $25 Trillion Revolution in Human Discovery — Integrating LLM's, Search and World Models to Create AI For Discovery That Co-Evolves With Humans in the Service of Human Needs

6. The Co-Evolution of Artificial Intelligence and Humans

CELEBRITY, CREATORS & CULTURAL INFLUENCE

7. What You Don’t Know About Taylor Swift

8. Dominating the Attention Game: MrBeast and the New Empire of Creators — How One Obsessive YouTuber, AI Content Machines, and a Rising Class of Influencers Are Rewriting the Rules of the Attention Economy

9. AI and Celebrities How Stars, Creators, and Platforms Will Win (or Lose) in the New Attention Economy

10. The Life of a Showgirl-CEO: How Taylor Swift Turns Story, Struggle, and Fans into a BillionDollar Engine

11. Attention Dominance in an Attention Economy — How MrBeast and the World’s Most Viral Experts, Influencers, and AIDriven Strategies Win the Social Feed

12. The Untold Beginnings and History of Pokémon

13. The 100 Most Powerful Media Figures in the World — How Old Gatekeepers, Streaming Titans, Creators, and AI Systems Now Rule Truth, Culture, and Attention

14. The 100 Most Powerful People in the World — Surprising Dominating Power Across Global Finance, Big Tech, Geopolitics, Entertainment & More

15. Spiritual Celebrities

16. The Top Ten Most Influential Sports Owners in 2035

SPACE, INFRASTRUCTURE & THE HUMAN FUTURE

17. The Technology Industry's and Elon Musk's Wildest and Boldest Bet Yet — Data Centers in Space

18. Internet and Communications Throughout the Solar System Book — How Connected Worlds Will Transform Human Life, Work, and Civilization

19. Data Centers in Space

20. Space Travel Across the Next Fifty Years (and then 50 Years Beyond That): Progressing Beyond The Solar System Into the Galaxy (and Beyond?)

LONGEVITY & PERSONAL ENERGY

21. Is Bryan Johnson the Future of Living Forever?: Inside the “Don’t Die” Blueprint of the Man at the Front of the Longevity Revolution

22. Bryan Johnson Is Spending Many Millions of Dollars to Live Forever: Inside the Blueprint, the Backlash, and the Future of Not Dying

23. The Longevity Industry Top 10 Individuals and Top 10 Companies in the World — Inside the Visionaries, Billionaires and Biotechs Racing to Add Decades to Human Life

24. Your Energy in Life: Physical, Mental and Spiritual

MONEY, POWER & VENTURE CAPITAL

25. How Venture Capital Lost Its Way Despite Icons Remaining — How A Founder-First Empowering Focus Morphed Into a Template, Metric, Herd-Based (Almost) Unrecognizable Industry

26. Hidden Hands: Who Really Controls Money, Power, and the World — Fact-Based Investigations of Global Finance, Technology, and Influence as Reported by Popular and Thought-Leading Individuals

27. AllIn: How Gambling Culture Replaced the American Dream

RELEVANT EXPERTISE
Book Marketing, Amazon PPC, Amazon Kindle Direct Publishing, Marketing Strategy, Sales Strategy, Email Marketing, Lead Generation, Conversion Rate Optimization, Digital Marketing, Business Development, Bulk Book Sales, Publishing Distribution.

Mobile App Retention Expert Needed — Increase D30 Retention Toward 90%

I am looking for an experienced mobile app retention / product growth expert for a one-time project to analyze VMP Messenger and create a concrete strategy to significantly increase our Day-30 (D30) retention, with a stretch target of 90%.

App: VMP Messenger
Google Play: com.vmpmessenger.com.android
Budget: $500 fixed price
Project: One-time retention audit + actionable improvement plan

This is NOT a marketing, ASO, advertising, or user-acquisition job. I want someone who understands why users stop using consumer apps and can identify specific product changes that will make more users stay.

What I need from you

Analyze the app, our available analytics/data, user journey, onboarding, engagement loops, and retention funnel.

I want you to identify:

Why users are leaving
Where the biggest drop-offs happen
D1, D7, D14 and D30 retention problems
Problems in registration/onboarding
How quickly users reach their first meaningful value
First-message / first-reply experience
Contact and friend discovery problems
Group engagement opportunities
Voice/video call engagement
Push notification opportunities/problems
Reactivation opportunities
Network-effect weaknesses
Trust, spam and fake-profile issues
UX or technical problems that may be hurting retention
Behaviors that differentiate retained users from churned users
Deliverables

By the end of the project, I expect:

1. Retention Audit
A clear analysis of our current retention problems and the main reasons users churn.

2. D0–D30 User Journey Analysis
Analyze the journey from:

Install → Registration → Activation → First Connection → First Conversation/Call → Repeat Usage → D7 → D14 → D30

Identify where and why users are dropping out.

3. Prioritized Retention Roadmap
Give us specific product changes ranked by impact, priority and implementation effort.

For important recommendations, explain:

Problem → Evidence → Proposed Solution → Expected Impact → How to Test/Measure

4. Top 10 Retention Experiments
Provide at least 10 specific experiments our developers can implement and test.

5. Analytics Recommendations
Tell us which events, funnels, cohorts, dashboards and user segments we need to track to properly measure retention.

6. Final Action Plan
Give our development team a practical roadmap:

Immediate fixes → High-impact experiments → Medium-term improvements → Longer-term opportunities

I do not want generic recommendations like “improve onboarding,” “send notifications,” or “increase engagement.”

I need you to explain exactly what should be changed, why it should work, and how we measure whether it works.

Ideal Freelancer

You should have strong experience with:

Mobile app retention
Product growth
Cohort/funnel analysis
Activation optimization
A/B testing
Consumer mobile apps
Social/network effects
Firebase, GA4, Mixpanel, Amplitude or similar analytics tools

Experience with messaging, social, community, dating, gaming, marketplace, or other high-frequency/network-effect apps is strongly preferred.

When Applying

Please answer these questions:

What is the biggest D30 retention improvement you have personally achieved? Give actual numbers if possible (before → after).
What changes caused that improvement?
Have you worked on a messaging/social/network-effect app?
What data would you request from us first?
Review VMP Messenger and tell me 3 things you would investigate first to improve retention.

Please do not send a generic proposal.

Our ultimate stretch goal is 90% D30 retention. I understand that no consultant can legitimately guarantee this number. I am hiring you to identify the highest-impact, data-driven path toward it and provide an actionable plan our developers can execute.

Fixed budget: $500.

This is a hands-on leadership role for someone who can operate at the intersection of paid media, marketing technology, and lifecycle email — not just plan strategy, but execute it. You'll run Meta as a primary acquisition channel, build and maintain the technical backbone that makes attribution and testing possible, and manage a high-volume email program that carries meaningful revenue on its own.

We need someone equally comfortable in Ads Manager, in Klaviyo, and in the tracking/integration layer that connects them — someone who treats every campaign and every flow as a hypothesis to be tested, not a set-and-forget asset.

What You'll Own

Meta Ads & Paid Advertising Management

Full ownership of Meta (Facebook/Instagram) campaign strategy, budget allocation, and day-to-day management across prospecting, retargeting, and retention audiences
Build and scale campaign structures (CBO/ABO, audience segmentation, creative rotation) that maintain efficiency as spend grows
Manage creative briefing and iteration cycles in partnership with designers/copywriters, translating performance data into clear creative direction
Monitor CAC, ROAS, LTV:CAC, and contribution margin by channel and campaign; report on performance with clear, non-fluff insight rather than vanity metrics
Explore and pilot adjacent paid channels (Google, TikTok, Pinterest) where they extend Meta's performance rather than compete with it

Sales/Marketing Engineering

Own the tracking and attribution stack: pixel implementation, server-side/CAPI events, UTM architecture, and conversion API integrations across ad platforms
Build and maintain integrations between ad platforms, Klaviyo, Shopify (or equivalent), and analytics tools so data flows cleanly without manual reconciliation
Troubleshoot tracking discrepancies, deliverability issues, and data integrity problems before they distort decision-making
Evaluate and implement martech tools (CDPs, testing platforms, landing page builders) that remove friction from the funnel

A/B Testing & Experimentation

Design and run a continuous testing program across ad creative, landing pages, offers, and email — with clear hypotheses, statistical rigor, and documented learnings
Prioritize tests by expected impact and build a repeatable framework the rest of the team can use
Turn test results into standard practice quickly; kill underperforming variants without sentimentality

We are looking for an experienced WordPress developer to implement a professional Consent Management Platform (CMP)—such as CookieYes or Cookiebot—integrated tightly with Google Tag Manager (GTM) on our high-performance mortgage lead-generation website.
Our goal is to execute a rigorous, enterprise-grade compliance and tracking architecture (matching major lenders) that guarantees complete legal privacy compliance without breaking conversion tracking or multi-step lead funnels across all acquisition channels (including paid and organic search engines like Google and Microsoft, social media networks like Meta and TikTok, and all other multi-channel traffic).
Key Responsibilities:
CMP Configuration: Install and customize a CMP plugin to handle the front-end cookie banner, cookie categories, and user preference center.
Google Consent Mode v2 Integration: Implement and verify Consent Mode v2 (both advanced and basic configurations) to ensure proper signal transmission and conversion modeling for ad networks.
Advanced Pixel Hard-Blocking: Configure Google Tag Manager triggers and tag-blocking rules to guarantee that all third-party marketing, retargeting, and social/search pixels are strictly hard-blocked and do not fire until the user explicitly grants marketing consent.
Lead-Gen & Gravity Forms Verification: Test and ensure our multi-step Gravity Forms submissions, UTM tracking parameters, and custom lead-generation data layers continue to function seamlessly post-consent.
Preference Center Trigger: Implement a persistent footer link or floating trigger that allows users to easily reopen their cookie preferences and update or revoke consent at any time.
Post-Implementation QA: Run a thorough audit using developer tools (Console, Tag Assistant) to prove that cookies are not dropping prematurely and consent signals are passing accurately.
Requirements:
Proven experience with WordPress, plugin configuration, and advanced front-end script management.
Deep, practical understanding of Google Consent Mode v2 and custom tag-blocking architecture via Google Tag Manager (GTM).
Experience handling strict compliance setups for financial services or high-intent lead-generation sites where tracking integrity across multi-channel campaigns is critical.
Summary for Project Budgeting & Upwork Posting:
Agreed Fixed Price: $100 (factoring in the expanded scope including GTM custom triggers, TikTok/Meta hard-blocking, both consent mode configs, and a complete multi-channel QA audit).

A dedicated team or agency experienced in AI/ML-driven educational platforms and full product development — from UI/UX to backend to AI integration.

Key Roles Needed:
AI/ML Engineer(s) – To design, train, and integrate AI Tutor (language + vision + voice).
Full Stack Developer(s) – To build the web platform, APIs, database, and dashboards.
UI/UX Designers – To create clean, intuitive interfaces for students, parents, and admins.
Project Manager / Technical Lead – To manage deliverables, timelines, and architecture.
QA Engineers – For quality assurance, testing, and optimization.

Preferred Tech Stack (Flexible):
Frontend: React / Next.js
Backend: Node.js / Django / FastAPI
Database: PostgreSQL / Firebase
AI/ML: OpenAI API, GPT-4/5, Whisper, Text-to-Speech (e.g., ElevenLabs)
Avatar Tech: DID, Synthesia, or custom 3D avatar (Unreal/Unity-based)
Cloud Hosting: AWS / GCP / Azure

Open to proposals — please share:
Estimated cost breakdown for MVP development
Proposed timeline (weeks/months)
Recommended tech stack or frameworks

Please include:
Relevant AI/EdTech project samples or portfolio links
A short proposal summary (your approach, tools, and architecture)
Estimated timeline and cost for Phase 1 MVP

We’re looking for an experienced QA Automation Tester to help us test and automate a Windows desktop application.

The application is a logistics/transportation platform, and we’re looking for someone with strong experience in Windows desktop application automation testing, functional testing, regression testing, and automated UI workflows.

What we’re looking for
Proven experience with Windows desktop application automation testing
Strong experience creating and maintaining automated UI tests
Experience testing desktop applications on Windows 10/11
Experience with tools/frameworks such as:
WinAppDriver
FlaUI
Appium Windows Driver
pywinauto
or other suitable Windows desktop automation frameworks
Experience with functional, regression, exploratory, and UI testing
Ability to identify, reproduce, and clearly document bugs
Experience working with Git/GitHub
Ability to analyze existing application workflows and determine what should be automated
Experience integrating automated tests into CI/CD is a strong plus
API testing experience is a plus
Responsibilities
Explore the existing Windows application and understand its main workflows
Identify high-value scenarios suitable for automation
Design and implement reliable automated UI tests
Create reusable automation components and maintainable test structure
Automate critical regression workflows
Execute automated tests and investigate failures
Report and document bugs with clear reproduction steps
Maintain and improve the automation framework as the application evolves
Work with the development team to verify fixes and prevent regressions
Initial Evaluation

Before starting a longer-term engagement, we would like to begin with a small paid evaluation.

For the initial evaluation, you’ll receive the prepared Windows application package and access to the GitHub repository.

The goal is not to perform an extremely large QA audit. We mainly want to evaluate your ability to understand the application, identify suitable automation scenarios, and demonstrate your automation approach.

Requirements
Windows machine available for testing
Strong Windows desktop automation experience
Ability to work independently
Good communication and documentation skills
Experience with Git/GitHub
Availability to start soon

Please include in your proposal:

Your experience with Windows desktop automation
Which automation framework(s) you normally use for Windows applications
A brief example of a Windows desktop application you have automated
Your hourly rate
Your weekly availability
When you can start

We’re looking for someone who can potentially continue with us long-term if the initial evaluation goes well.

I am launching Shore Holiday Decor, a seasonal decorating service for homes and businesses on Maryland’s Eastern Shore. Services include fall and Halloween porch decorating, Christmas tree and room decorating, and holiday party and table styling.

I have already built most of the website in Wix, including the branding, service pages, packages, pricing, copy and images. I need an experienced Wix professional to polish the existing site, complete the remaining pages and create a simple, reliable booking and payment process.

This is not a full website build or major redesign. I need someone who can work from what I have created and get the site ready to launch quickly.

WHAT I NEED

Website Completion

• Polish spacing, alignment and formatting
• Optimize the site for desktop and mobile
• Check navigation, buttons, links and forms
• Finish incomplete or inconsistent sections
• Preserve my existing branding, copy and visual direction
• Add and format the full FAQ and Service Areas pages
• Make the site clear and trustworthy for new customers
• Complete basic SEO settings
• Make everything easy for me to update myself

Wix Bookings and Payment Setup

The customer experience should be:

1. Review the decorating services and packages.
2. Choose a package.
3. Select from the specific dates and times I make available.
4. Complete a short booking form.
5. Pay the required 50% retainer online to reserve the date.
6. Receive an immediate confirmation explaining what happens next.
7. Receive a personal text from me within one business day to discuss the space and any additional needs.
8. Pay the remaining balance when the installation is complete.

Most packages have “starting at” prices. The retainer should be a fixed dollar amount based on the starting price and credited toward the final balance. Any added décor, rentals or expanded work must be discussed and approved before being charged.

Customers should not have to schedule a separate consultation, create a membership or purchase a Wix Pricing Plan.

Booking Form

The form should be short and mobile-friendly. It should collect:

• Name
• Mobile number
• Email
• Full decorating address
• Optional short note
• Optional inspiration or space photos
• Agreement to receive booking-related texts
• Agreement to the booking and cancellation terms
• Separate, optional photo and marketing permission

Availability and Scheduling

I will provide specific, nonrecurring installation dates from September through December 2026.

Each service already has an estimated duration. Shorter services may allow multiple bookings in one day, while larger projects may require up to six hours.

The calendar must:

• Display only the dates I provide
• Use the correct duration for each service
• Allow multiple bookings when time permits
• Prevent overlapping bookings
• Include appropriate travel and preparation buffers
• Remove a time from availability once the retainer is paid
• Allow me to block, add, remove or reopen dates easily

Automations and Testing

Please configure the booking confirmation, owner notifications, appointment reminders and other practical Wix automations. I will provide the exact available dates, package details, email wording, policies, FAQs, service-area content and implementation guide.

Before launch, please test the complete experience on desktop and mobile, including every package, available date, form, payment, notification and confirmation email.

Please apply only if you have strong experience with Wix Bookings, Wix Payments, Wix automations and service businesses with different appointment durations.

**Job Title:** AI Agent Developer — Healthcare Scheduling Platform (LangGraph / FastAPI / Postgres)

**Overview**
I'm building a healthcare-tech startup focused on small and medium clinics in Colombia — a segment underserved by the bigger players in this space. The core product is an AI-powered medical scheduling platform: an autonomous agent that communicates directly with patients to confirm, cancel, and reschedule their appointments, checking real doctor availability and avoiding double-booking.

I'm looking for a developer to build this in parallel with me, async, with regular progress updates.

**What the agent needs to do:**
- Proactively message patients about upcoming appointments (specialty, doctor, date, time, location)
- Let patients confirm, cancel, or request to reschedule — via text or voice note
- Show real available slots when rescheduling (based on actual doctor availability), with a fallback flow if none fit
- Check real database state to prevent double-booking
- Communicate through a widely-used business messaging app as the primary channel (the regional standard for patient communication), with SMS, email, and a secondary emergency contact as fallback channels
- Handle clinic data onboarding flexibly — clinics will hand over patient/doctor/schedule records in varying formats (Excel, CSV, others)

**Testing approach:** initial prototyping and validation on a lightweight chat-bot platform (fast to iterate on) before committing to the full production messaging integration. Voice responses need reliable speech-to-text transcription, robust even with short or lower-quality recordings.

**Security requirements (non-negotiable):**
- Patient data encrypted in transit and at rest
- No hardcoded credentials or API keys — proper secrets management
- Auditable access logs for patient data
- Compliance with Colombian data protection law (Ley 1581 de 2012, Ley 1751 de 2015); synthetic/test data only until formal registration with the national data protection authority is complete

**Full product roadmap (in priority order):**
1. Outpatient appointment scheduling (MVP — described above)
2. Surgical scheduling — a configurable number of operating rooms per clinic (some have 1, some have 20), automatic anesthesiologist assignment, FIFO waitlist by specialty, dual surgeon+anesthesia approval, supplies checklist, night shift restricted to emergencies
3. Daily wellness check-in messages (general wellbeing only, no medical sign-off required)
4. Document management — OCR digitization of historical paper records
5. Telemedicine integration (video consultations)
6. Clinic-specific protocol knowledge base for the agent
7. Admin dashboard for clinic staff

**What I'm looking for in you:**
- Solid experience building production-grade AI agents (not just notebook demos) — LangGraph or similar orchestration experience strongly preferred
- Comfortable with FastAPI, PostgreSQL, and designing systems that need to run reliably, not just work once
- Security-conscious by default, especially with sensitive data
- Able to work async and communicate progress clearly
- Bonus: experience with LLM-based conversational agents, healthcare or scheduling systems, or Latin American markets

I run Final Touch, a plant-based cleaning brand selling on Shopify, Amazon, and TikTok Shop. We've sold roughly 70–80K units in the last 12 months organically with zero paid advertising, and organic is starting to plateau. I'm looking for a media buyer to build and run paid acquisition from scratch — Meta first, Google later. You'd own campaign structure, creative testing, scaling, and weekly reporting against contribution margin, not just ROAS. Creative comes from my existing video library and from other creators — you won't be filming or editing. Hard requirement: you work fluently with AI tools day to day. I use Claude constantly and expect the same. You'll work directly with me, no account manager layer. Part-time to start, 10–15 hrs/week, with more hours as spend scales. Remote.

We need a PPC manager to oversee Google and Meta ad campaigns and improve customer lifetime value through email campaigns and flows. The role includes managing ad performance, testing strategies, and optimizing campaigns to increase conversions and reduce costs. You should be comfortable handling day-to-day campaign management, reporting, and recommending improvements based on performance data.

*Estimated 8–13 hours of work*

I have a working Bubble app (member signup, login, wallet/credit balance system, Stripe test-mode payments connected) that needs a developer to finish the last stretch. Most of the data model and core pages are already built. This is a scoped, well-defined job — not a build-from-scratch.

This is a credit-based membership/booking system for a small recurring-attendance business (think: class packs, session credits) — think ClassPass-style, not e-commerce.

What's already done:

- Full data model (User, CreditBatch, Session, SessionRedemption)
- Signup/login with custom fields (name, phone)
- Wallet page with live credit balance display
- Stripe test mode connected and processing charges successfully
- 90-day credit expiration logic and FIFO redemption logic designed

What needs to be finished:

1. Fix a known Bubble/Stripe plugin bug — after "Charge the current user" completes, workflow steps that follow it (creating a credit record, updating the user's balance) don't reliably fire. This is a documented Bubble platform issue. The fix (moving the logic into a custom event, triggered separately after the charge) is already identified and partially built — needs to be finished and applied to all 3 purchase buttons.

2. Build a check-in/redemption page — staff-facing page to search a member and deduct 1 credit per session, using FIFO logic (oldest expiring credit batch used first).

3. Build a daily backend workflow — recurring scheduled workflow to expire credit batches past their 90-day window.

4. Build 2 more pages — a simple Sessions Admin page (add/cancel weekly sessions) and a member-facing Upcoming Sessions list.

5. QA the full flow — signup → purchase → balance update → redemption → expiration, tested end to end.

Deliverables:
- Fully working Bubble app matching the scope above
- Brief written notes on what was changed/fixed, for my own reference

Access: You'll be added as a collaborator on the Bubble app directly — no login sharing. Stripe test keys only for this phase.

Timeline: Not urgent — quality and correctness matter more than speed. 1–2 week turnaround is fine.

Start your proposal with the word 'GRANT_CREDITS' so I know you read this in full — and briefly describe how you'd approach fixing the Bubble/Stripe workflow bug described above.

ABOUT THE ROLE

Humanex is a Canadian company building a next generation AR visor. It shows you virtual screens floating in the air while you still see the room around you. It has to stay cool, quiet and light enough to forget you are wearing it and hold the tiny lenses inside lined up to a fraction of the width of a single hair. Every one of those requirements fights each other. Solving that fight is the design work.

You will work day to day alongside our human experience researcher, who leads how the glasses fit and feel to wear.

WHAT YOU WOULD ACTUALLY DO

1. Design the frame and internal structure on CAD and keep it coherent as the requirements change.
2. Design parts that can actually be made - In metal, in bendable sheet, in moulded plastic and understand what each material can and cannot do.
3. See parts through from your drawing, to the workshop that makes them, to your hands. We work with workshops in Indonesia and China.
4. Build early versions, including printing your own on a 3D printer. Put them on real heads, measure what happens and change the design because of it.
5. Work alongside experienced specialists we bring in and capture what they know.
6. Write down the reasoning behind your decisions, so it is not lost later.

WHO WE ARE LOOKING FOR

A fresh graduate in mechanical engineering, mechatronics, product design engineering, or something adjacent. We care far more about how your mind works than about your degree. Particularly:
a. You have physical intuition. You can look at a part and sense whether it will bend, rattle, warp or break before you calculate anything. That instinct can be developed, but you need some of it already.
b. You have made things. Something you designed, built and then had to fix because the first version did not work.
c. You are careful with detail. The parts have to line up almost perfectly, so a part that’s nearly right is wrong.
d. You can sit with confusion. A lot of the job is working out why the part in your hand does not behave like the one on your screen. Some people find that unbearable. We need the kind who find it interesting.
e. You recover from being wrong. Most of what you try will not work the first time. That’s expected. What matters is whether you get discouraged or get curious.
f. You speak up early. When something is not working, tell us while the problem is still small.

WHAT WE PROVIDE

1. Direct mentorship from founders. You will be solving problems nobody already has the answer to, so we help you think them through rather than hand you answers.
2. AI tools for engineering and research, which we use heavily and will teach you to use well.
3. Real prototyping, from 3D printing to metal and moulded parts from outside workshops.
4. Real ownership with support. You will lead the mechanical design and you will not be left to carry it alone.

We use OnShape and will teach you our way of working, but you should already be comfortable modelling something and changing it later without it falling apart.

BEING STRAIGHT WITH YOU

This is an early-stage company. The work is demanding and there are intense stretches around building and testing. In return you get ownership and learning that is rare. You will be the person who has to find an answer that does not exist yet. If you want a job with a clear, fixed scope where someone already knows the method, this is not it. But if you want to build something that does not yet exist in this country and to become the person who can do it, we would like to meet you!

HOW TO APPLY

Send the following us:
a. Your resume.
b. Your work. Show us something you've made, built, or taken apart - A project or experiment. Explain it clearly, because we care about how well you explain it, not just what you did. A few good pages are enough.
c. A written response to one question: Tell us about something you did not understand, and what you did about it. It does not need to be scientific. We are interested in how you approach not knowing something.

We are looking for an experienced QA Engineer / Software Tester to test an existing Windows desktop application used for transportation and logistics operations.

The application is already functional and under active development. We need someone who can independently test the application, identify real problems, reproduce them reliably, and provide clear reports that developers can act on.

This is intended to become an ongoing QA role if the initial collaboration is successful.

What you will do
Test the Windows desktop application
Create and execute test scenarios
Perform functional testing
Perform regression testing
Test new features and changes
Identify UI and functional bugs
Reproduce reported issues
Verify bug fixes
Test application installation and startup
Test different Windows environments where possible
Test error handling and unexpected user behavior
Test network-related scenarios
Review application workflows from a real user perspective
Maintain clear test documentation
Communicate findings directly with the development team
Bug reporting requirements

Every significant bug should include:

Clear title
Environment
Steps to reproduce
Expected result
Actual result
Severity
Reproducibility
Screenshots or screen recordings when useful

We value high-quality bug reports more than simply reporting a large number of minor issues.

What we are looking for
Required
Professional QA/software testing experience
Experience testing Windows applications
Strong manual testing skills
Experience with regression testing
Strong attention to detail
Ability to reproduce bugs consistently
Ability to write clear technical bug reports
Good communication with developers
Ability to work independently
Strong advantages
Experience testing desktop applications
Experience testing logistics, transportation, trucking, or dispatch software
API testing experience
Basic understanding of databases
Experience with GitHub or issue trackers
Experience testing installers and application updates
Basic understanding of networking
Experience working with remote development teams
Initial evaluation

Selected candidates will receive access to a Windows application build and supporting documentation.

The initial evaluation will involve:

Installing and running the application
Exploring the main workflows
Creating test scenarios
Finding and documenting real issues
Providing a short QA report
Discussing your findings with the development team

A small paid evaluation task may be used before beginning the ongoing QA engagement.

Long-term opportunity

If the collaboration is successful, we expect ongoing QA work as the application continues to receive new features and updates.

When applying

Please include:

Your QA experience
Your experience testing Windows desktop applications
Examples of similar projects
Which testing tools/issue trackers you normally use
Whether you can test on a Windows machine
Your hourly rate
Your typical weekly availability
Your preferred working hours/time zone

Please provide a specific proposal explaining why your experience is relevant to this project.

I am looking for a highly experienced Webflow developer and automation specialist to complete an existing website and implement its full purchase and customer-intake workflow. Short zoom interview required.

The website’s overall design, branding, copy, imagery, and page structure are already complete. This is not a redesign. There are only a few design elements that the previous freelancer did not finish or implement correctly. Those items need to be reviewed and corrected, but most of this project involves technical workflow implementation, mobile optimization, testing, and launch preparation.

The previous freelancer was unable to complete the required technical work correctly and eventually stopped responding, leaving the website unfinished. I now need a dependable expert who can take over the existing Webflow build, correct the remaining issues, implement the workflow properly, and finish the project without requiring a complete rebuild.

Clear communication, attention to detail, and honest disclosure of any technical limitations are essential. I am ready to begin immediately.

This is a new service-based business. Specific business information and website access will be provided only to the selected freelancer.

CURRENT STATUS:

Already completed:

• Overall website design and creative direction
• Branding, fonts, colors, copy, imagery, and media
• Page structure and content organization
• Most desktop design elements
• Stripe account and hosted checkout

Still required:

• Correction of a few unfinished or incorrectly implemented design elements
• Review and correction of typos, broken links, formatting issues, and unfinished details
• Complete mobile optimization
• Purchase and post-purchase workflow implementation
• Questionnaire and multiple-image uploads
• Dropbox organization and automation
• Optional 20-minute scheduling workflow
• Confirmation and reminder emails
• Automated photograph deletion after 30 days
• End-to-end testing and launch preparation

REQUIRED CUSTOMER WORKFLOW:

1. The customer clicks a purchase button on the Webflow website.
2. The customer is taken to my existing Stripe-hosted checkout page to complete a one-time purchase.
3. After successful payment, Stripe redirects the customer to a branded post-purchase questionnaire.
4. A unique Stripe Checkout Session or transaction reference must be securely associated with the questionnaire.
5. The workflow must verify that the Stripe session was successfully paid. It must not rely solely on an editable hidden form field as proof of payment.
6. The questionnaire collects the customer’s contact information and detailed written responses.
7. The questionnaire allows the customer to upload multiple photographs or image files from a computer, iPhone, or Android device.
8. After submission, the questionnaire responses and uploaded files are automatically delivered to Dropbox.
9. A separate Dropbox folder is created for each customer. It should contain:

• Customer name and email address
• Stripe Checkout Session or payment reference
• Questionnaire responses in an easy-to-read format
• All uploaded photographs or image files
• Scheduling information, if the customer books a call

10. The customer receives an automatic confirmation email confirming that the questionnaire and files were received.
11. I receive an automatic notification containing the customer’s information, payment reference, and confirmation that the complete submission was received.
12. The workflow must notify me when someone successfully pays but does not complete the questionnaire.

OPTIONAL SCHEDULING WORKFLOW:

The questionnaire should ask whether the customer would like to schedule an optional complimentary 20-minute call.

If the customer selects yes:

• After submitting the questionnaire, the customer is directed to a mobile-friendly scheduling calendar
• The calendar displays only my available appointment times
• Appointment times display in the customer’s local time zone
• The system prevents double bookings
• The customer can reschedule or cancel
• The appointment is added to my connected calendar
• The customer receives confirmation and reminder emails
• The customer’s name and email should be prefilled where possible
• The appointment must be associated with the correct customer and Stripe purchase

If the customer selects no, the customer proceeds directly to the normal confirmation page.

The developer may recommend Calendly, Acuity, or another dependable scheduling platform. The scheduling account and calendar connection must remain under my ownership.

PHOTOGRAPH PRIVACY AND DELETION:

Customer photographs must be automatically deleted 30 days after submission.

This deletion must cover every location where the photographs are stored, including Dropbox and the selected form platform. Questionnaire responses and necessary transaction records may be retained separately.

The developer must explain how the deletion automation works and demonstrate it during testing.

WEBFLOW AND MOBILE REQUIREMENTS:

The developer must:

• Audit the existing Webflow build before changing it
• Correct unfinished or incorrectly implemented design elements
• Fix typos, broken links, incorrect links, inconsistent formatting, and layout problems
• Confirm that all buttons, menus, anchor links, images, and videos work correctly
• Fully optimize every page for desktop, tablet, iPhone, and Android
• Correct mobile typography, spacing, image cropping, video sizing, navigation, and button placement
• Eliminate overlapping content, cut-off text, horizontal scrolling, distorted media, and excessive blank space
• Optimize images and media for efficient mobile loading
• Test on actual iPhone and Android hardware, not only Webflow’s responsive preview

The mobile experience must feel intentionally designed and polished, not like a compressed desktop website.

TECHNICAL EXPECTATIONS:

A solution using Webflow, Stripe-hosted Checkout, Fillout or Jotform, Make, Dropbox, and an appropriate scheduling platform may be suitable. I am open to another dependable recommendation if the applicant explains why it is better.

Please use the simplest reliable solution. I do not want unnecessary custom development or a system that is difficult to maintain.

The implementation must address:

• Verified successful payment
• Stripe Session ID or transaction matching
• Customers who pay but abandon the questionnaire
• Duplicate or repeated submissions
• Failed image uploads
• Confirmation and error messages
• Organized Dropbox delivery
• Optional appointment scheduling
• Automatic 30-day photograph deletion
• Mobile usability
• End-to-end testing

SECURITY AND OWNERSHIP:

All accounts, website assets, forms, automations, calendar connections, integrations, and completed work must remain under my ownership.

The selected freelancer will receive appropriate collaborator access. I will not provide personal passwords or transfer the website out of my Webflow account.

Any required Stripe integration must use a secure connection or minimally permissioned restricted access. I will not provide an unrestricted Stripe secret key.

Please disclose whether you personally perform all work or use subcontractors.

COMPLETION REQUIREMENTS:

The project will be considered complete only when:

• The remaining design corrections are finished
• Every purchase button works correctly
• Successful Stripe payments are verified and matched to the correct customer
• Stripe redirects customers to the correct questionnaire
• The questionnaire works on desktop, tablet, iPhone, and Android
• Customers can upload multiple images from computers and mobile photo libraries
• Responses and images arrive in the correct Dropbox folder
• Duplicate and abandoned submissions are handled appropriately
• Customer and owner emails are delivered successfully
• The optional scheduling path works correctly
• Calendar confirmations, reminders, cancellations, and rescheduling work
• Photograph deletion after 30 days is configured and demonstrated
• The website is visually polished across common screen sizes
• There are no known broken links, placeholders, obvious typos, overlapping elements, or mobile formatting problems
• The complete live workflow has been tested from beginning to end
• A recorded walkthrough and handoff have been provided


TO APPLY, PLEASE ANSWER:

1. What exact tools would you use for Webflow, Stripe, the questionnaire, multiple-image uploads, Dropbox, email automation, and scheduling?
2. How will you verify that a Stripe Checkout Session was successfully paid?
3. How will you match each questionnaire, image collection, Dropbox folder, and appointment to the correct payment?
4. What happens if a customer pays but does not complete the questionnaire?
5. How will duplicate submissions and failed uploads be handled?
6. How will photographs be automatically deleted from Dropbox and the form platform after 30 days?
7. Please provide examples of similar Webflow and automation projects you personally completed.
8. How do you test the website and upload workflow on actual iPhone and Android devices?
9. Which paid third-party plans will be required, and what will their ongoing costs be?
10. Can you begin immediately, and how many business days will you need?
11. Please confirm that your fixed-price quote includes the complete scope, testing, publishing, and recorded handoff.

Please begin your proposal with the words “MOBILE WORKFLOW EXPERT” to confirm that you read the complete description. Generic or copy-and-paste proposals will not be considered.

PLEASE READ THE ENTIRE POST BEFORE APPLYING!

We are looking for a highly experienced GoHighLevel specialist to take over and finish an existing GHL project for a service business.

Most of the project is already built. We are not looking for a new build or redesign from scratch. We need someone who can review the existing setup, troubleshoot the remaining issues, make the necessary corrections, and fully test everything before delivery.

Remaining work includes:
Audit the existing GHL setup before making changes
Troubleshoot and finish workflows/automations
Fix remaining booking and calendar functionality
Troubleshoot GHL Products/Payments and Stripe-related workflow issues
Verify forms, custom fields/values, tags, pipelines and opportunities
Complete and test conditional/custom-quote automation
Verify email, SMS, confirmations and reminder automations
Complete remaining website/funnel design corrections
Review and correct both English and Spanish versions
Desktop and mobile responsive corrections
Full end-to-end testing of the customer journey before delivery
GHL EXPERIENCE IS REQUIRED

We specifically need someone with strong, proven GoHighLevel experience, especially on the backend.

You should already be very comfortable working with:

GHL Workflows • Calendars • Appointment Booking • Payments/Products • Stripe • Forms • Custom Fields & Values • Conditional Logic • Pipelines • Opportunities • Tags • Email/SMS Automations • Funnels/Websites

This is not a position for someone who is experienced with other CRM/automation platforms but has limited GoHighLevel experience.

Please do not apply if you need to learn or figure out GoHighLevel while working on this project.

We have already spent significant time on this project and are specifically looking for someone who can enter an existing GHL account, understand how it was built, troubleshoot it properly, and finish it.

When Applying

Please start your proposal with the words “GHL EXPERT” so we know you read the job description.

Then briefly tell us:

How long have you worked specifically with GoHighLevel?
What is your strongest area inside GHL?
Have you taken over and repaired an existing GHL project built by another developer? Give us one example.
Have you personally worked with GHL calendars, workflows, Products/Payments and Stripe?
Please provide 1–2 examples/screenshots of actual GHL backend work you personally completed.

Do not send a long generic proposal. We are primarily evaluating your actual GoHighLevel experience.

Budget

$150 fixed price

We will provide the selected developer with the complete technical checklist, known issues, required workflow behavior and exact design corrections before work begins.

We are seeking a qualified SOC 2 assessor to complete Type 1 and Type 2 examinations using the Drata compliance automation platform.

The engagement will include reviewing controls and evidence, identifying any gaps, completing required testing, preparing the independent SOC 2 reports, and supporting the assessment process from start to finish.

This is a part-time, short-term engagement for an experienced professional or CPA firm that can work independently, communicate clearly, and deliver accurate, defensible reports. Prior experience conducting SOC 2 examinations and working within Drata or similar compliance automation platforms is required.

Before engagement, we will require:

• Legal name of the CPA firm that will issue the SOC 2 report
• Name and CPA license jurisdiction of the signing practitioner
• Confirmation the engagement will be performed under applicable AICPA attestation standards
• Confirmation the issuing firm participates in the required peer-review program
• A redacted sample SOC 2 report showing the auditor’s opinion and firm signature

We are an established Amazon private-label brand looking for an experienced Amazon creative strategist / designer to improve the performance of our listings.

This is not a basic graphic-design or VA role.

We are looking for someone who can improve:

CTR through stronger main / hero images
CVR through better secondary listing images and visual sequencing
Return rate through clearer communication of dimensions, scale, weight, fit, usage and differences between variations
A+ / Premium A+ Content to strengthen product understanding, trust and perceived value

We already have existing creatives and an Amazon management team. What we need is someone with strong Amazon-specific judgment who can independently review a listing, identify what is not working, and recommend a better visual selling strategy.

The ideal person understands that good creative should not only make more customers buy — it should help the right customer understand the product before purchasing, reducing avoidable returns.

Initial project

We will start with one established Amazon product.

You will review:

Current main and secondary images
A+ Content
Competitor listings
Product specifications
Customer feedback and return reasons
Relevant performance data where available

We would like you to recommend:

How to improve the main image for CTR
The ideal listing-image sequence for CVR
Where current creative may be creating customer confusion or returns
What belongs in listing images versus A+ Content
Creative opportunities worth A/B testing

After agreeing on the strategy, you would help execute the new creative.

Ongoing opportunity

If the first project goes well, this can become an ongoing role across multiple existing and new products, including:

Main-image optimization
Listing images
Premium A+
Variation comparison graphics
Storefront / Brand Story
Sponsored-ad creatives
A/B testing and continued optimization based on CTR, CVR and return data
To apply

Please do not send a generic proposal.

Please include:

Three Amazon creative projects you personally worked on, ideally with before/after examples.
Any measurable impact on CTR, CVR, sales or return rate, if available.
A brief explanation of how you think differently about:
Main images for CTR
Secondary images for CVR
Creative designed to reduce returns
Your hourly rate and availability for ongoing work.

Shortlisted candidates will be given one of our listings and asked to identify the three biggest creative opportunities they see. No free redesign is required — we are interested in your thinking.

We are not looking for the cheapest designer. We are looking for someone who understands why customers click, why they buy, why they hesitate, and why they return products — and can translate that into high-performing Amazon creative.

I’m looking for an experienced crochet designer to turn my visual concept into a completely original, professionally constructed and physically tested crochet design and PDF pattern.

PROJECT
The concept is a Christmas Botanical Spiral: a 3D crochet wind spinner / hanging Christmas decoration.

The attached concept image shows the visual direction only. It is NOT an existing crochet pattern and I do not want any existing Etsy design, pattern, construction, photo, or arrangement copied.

DESIGN DIRECTION

Approx. 35–45 cm tall and 10–15 cm wide
Clean, elegant 3D spiral structure
Warm ivory/cream as the main color
Muted forest green
Deep burgundy
Small antique-gold details
Holly leaves and berries
Snowflake detail
Small star at the bottom
Hanging loop at the top
Decorative bead drop at the bottom

WHAT I NEED FROM YOU

Develop the crochet construction from the concept.
Create completely original stitch/round instructions, shaping and structure.
Physically crochet and test the prototype yourself.
Refine the design after testing so the spiral hangs correctly and the structure is stable.
Provide accurate stitch counts, measurements, materials, hook size, assembly and finishing instructions.
Create a clear, professional PDF crochet pattern suitable for commercial sale.

IMPORTANT – ORIGINALITY & COMMERCIAL RIGHTS
The final design and pattern must be original and created specifically for this project.

I require exclusive commercial rights/ownership of the final original design and pattern, including the right to sell the PDF pattern commercially, modify it, brand it under my business, use it for marketing, and sell finished items made from the pattern.

I do not want the final design/pattern to be resold, licensed, or reused for another client.

These commercial rights and ownership terms must be agreed in writing before the project begins.

BEFORE STARTING
Please send:

Your price for the project
Estimated timeline
Examples of similar 3D crochet/decorative work
Confirmation that you can physically crochet and test the prototype yourself
Your proposed terms for exclusive commercial rights/ownership

I’m looking for a designer who can potentially work with me on future original crochet projects as well.

Your experience appears to be a very good match for my project. I am looking to develop a compact device that initiates the opening of a drawer. The system would be activated contactlessly by a foot gesture and would use a small motor or actuator. It would operate without an app, Wi-Fi, or Bluetooth.

Before I share further details, could you please confirm whether you personally handle the electronics and PCB design as well as the firmware development, or whether you work with a specialist for those areas?

Have you previously developed a compact product combining an optical or time-of-flight (ToF) sensor, a motor, obstacle detection, and an enclosure designed for injection molding?

If you believe you have the appropriate skills and experience for this project, could you also provide a preliminary estimate of the number of working hours required for:

The feasibility study, concept development, and preliminary system architecture;
The design and construction of a functional prototype;
The refinements, testing, and production-ready documentation.

Please also indicate which parts you would personally complete and which parts, if any, would need to be handled by another specialist. I understand that this preliminary estimate may need to be adjusted after you review the complete project requirements.

**n8n Developer Needed for a Small Automation Task**

I’m looking for an experienced **n8n developer** to help with a small automation task for a news agency.

The task may involve:

* Setting up or modifying an n8n workflow
* Connecting APIs or RSS feeds
* Basic data processing and transformation
* Integrating an AI/LLM API
* Connecting the workflow to a database or publishing platform
* Testing and fixing any workflow issues

This is a **small, well-defined task**, so I’m looking for someone who can complete it efficiently and provide a clean, reliable solution.

**Requirements:**

* Practical experience with n8n
* Good understanding of APIs, webhooks, JSON, and JavaScript
* Experience with AI/API integrations is a plus
* Ability to start quickly and complete the task within a short timeframe

Please share a brief description of your relevant n8n experience and any similar projects you have worked on.

n8n Developer Needed for a Small Automation Task

I’m looking for an experienced n8n developer to help with a small automation task for a news agency.

The task may involve:

* Setting up or modifying an n8n workflow
* Connecting APIs or RSS feeds
* Basic data processing and transformation
* Integrating an AI/LLM API
* Connecting the workflow to a database or publishing platform
* Testing and fixing any workflow issues

This is a **small, well-defined task**, so I’m looking for someone who can complete it efficiently and provide a clean, reliable solution.

**Requirements:**

* Practical experience with n8n
* Good understanding of APIs, webhooks, JSON, and JavaScript
* Experience with AI/API integrations is a plus
* Ability to start quickly and complete the task within a short timeframe

Please share a brief description of your relevant n8n experience and any similar projects you have worked on.

# WINDOWS ANTIVIRUS & EDR PLATFORM

## Complete Product, Architecture and Functionality Specification

### 1. PROJECT GOAL

I want to build a professional commercial Windows cybersecurity platform from the ground up, combining the capabilities of a traditional antivirus, EPP, EDR, network security, web security, email security, sandboxing, threat intelligence and automated incident response.

This should not be a simple antivirus that only performs manual file scans.

The goal is to create a complete security platform that continuously monitors relevant security events and automatically detects, blocks, contains and responds to threats.

The core security lifecycle should be:

**PREVENT → DETECT → ANALYZE → BLOCK → CONTAIN → QUARANTINE → RESPOND → RECOVER → LEARN**

The primary objective is to maximize protection against known, unknown and emerging threats through multiple independent security layers.

The product must not make unrealistic claims of 100% protection. Instead, it should use defense-in-depth, behavioral analysis, threat intelligence, sandboxing and multiple detection methods to maximize detection and containment.

---

# 2. MAIN PLATFORM COMPONENTS

The platform should eventually include:

1. Windows Endpoint Agent
2. Real-Time Protection
3. Malware Detection Engine
4. Signature Engine
5. Heuristic Engine
6. Behavioral Detection Engine
7. Anomaly Detection
8. Reputation Engine
9. Risk Scoring Engine
10. Process Monitoring
11. Memory Protection
12. Exploit Protection
13. Ransomware Protection
14. File Protection
15. Application Control
16. Identity Protection
17. Credential Protection
18. Network Protection
19. DNS Security
20. Web Protection
21. Anti-Phishing
22. Download Protection
23. Email Security
24. Attachment Analysis
25. URL Analysis
26. Sandbox
27. Threat Intelligence
28. EDR
29. Incident Response
30. Automatic Containment
31. Quarantine
32. Threat Remediation
33. Secure Update System
34. Anti-Tamper Protection
35. Integrity Monitoring
36. Cloud Backend
37. Security API
38. Device Management
39. Security Dashboard
40. Incident Center
41. Threat Center
42. Privacy Center
43. Enterprise Management
44. RBAC
45. Audit Logging
46. Security Research / Threat Intelligence Platform
47. Monitoring
48. Testing Infrastructure
49. Backup and Disaster Recovery
50. Secure Gateway / Privacy Network Functionality

---

# 3. WINDOWS ENDPOINT AGENT

The Windows Endpoint Agent will be the main component installed on the user's computer.

It should run continuously in the background and provide real-time protection.

The agent should be modular so that a failure in one component does not completely disable the security platform.

Suggested structure:

```text
endpoint/
agent/
realtime/
scanner/
process-monitor/
memory-monitor/
behavior/
ransomware/
exploit-protection/
network/
dns/
web/
email/
application-control/
identity/
credential-protection/
quarantine/
remediation/
updater/
anti-tamper/
integrity/
telemetry/
```

The agent should:

* Start automatically with Windows
* Use minimal CPU and RAM
* Monitor relevant security events
* Communicate securely with the cloud
* Receive signed updates
* Send appropriate security telemetry
* Continue providing basic protection when offline

---

# 4. REAL-TIME PROTECTION

The system should analyze security events in real time.

Example:

```text
File Downloaded
↓
File Hash
↓
Local Reputation
↓
Signature Detection
↓
Static Analysis
↓
Heuristic Analysis
↓
Behavioral Analysis
↓
Cloud Reputation
↓
Sandbox if Required
↓
Risk Engine
↓
ALLOW / WARN / BLOCK / QUARANTINE
```

Unknown files should not simply be executed on the user's computer for testing purposes.

If dynamic analysis is required, it should take place inside an isolated analysis environment.

---

# 5. THREATS THE PLATFORM SHOULD DETECT

The platform should be designed to detect and protect against as broad a range of threats as technically possible.

### Malware

* Viruses
* Trojans
* Worms
* Spyware
* Adware
* Backdoors
* Droppers
* Downloaders
* Infostealers
* RATs
* Botnet malware
* Cryptominers
* Fileless malware
* Memory-resident malware

### Ransomware

The platform should detect ransomware using both known indicators and behavioral detection.

Potential signals include:

* Unusual mass file modifications
* Large numbers of document changes
* Suspicious encryption-like behavior
* Attempts to disable recovery mechanisms
* Suspicious processes modifying protected folders
* Abnormal file-system activity
* Correlation with suspicious network activity

The objective is to detect ransomware behavior as early as possible and prevent further damage.

The system should support detection of known ransomware families such as LockBit, while also detecting ransomware behavior from previously unknown variants.

### Keyloggers

The platform should detect suspicious applications attempting to monitor user input or collect sensitive information.

Detection should consider:

* Process behavior
* Application origin
* Digital signature
* Reputation
* Permissions
* Network behavior
* Correlation with other suspicious activity

The system should avoid blocking legitimate applications simply because they use normal input-related APIs.

### Rootkits and Bootkits

The platform should include system integrity monitoring and mechanisms for detecting suspicious modifications to system and startup components.

### RATs

Remote Access Trojans should be detected through correlation of:

**PROCESS + NETWORK + BEHAVIOR + REPUTATION**

### Infostealers

The system should detect suspicious attempts to access protected user data, credentials or other sensitive information.

### Phishing

The platform should analyze:

* URLs
* Domains
* Reputation
* Certificates
* Redirects
* Domain similarity
* Website context
* Login forms
* Suspicious page characteristics

### Exploits

Exploit protection should monitor suspicious process, memory and application behavior.

### Botnets and C2

The system should identify suspicious command-and-control communication using:

* DNS information
* Domain reputation
* IP reputation
* Connection patterns
* Process-to-network relationships
* Threat intelligence
* Behavioral indicators

### Cryptominers

The system should detect unauthorized cryptocurrency mining based on process behavior, application reputation and abnormal resource usage.

---

# 6. DETECTION ENGINE

The Detection Engine should be the central detection component.

It should not rely on a single detection method.

Architecture:

```text
SIGNATURES
+
HEURISTICS
+
BEHAVIOR
+
REPUTATION
+
ANOMALY DETECTION
+
THREAT INTELLIGENCE
+
SANDBOX
+
ML / STATISTICAL ANALYSIS
+
CONTEXT
↓
RISK ENGINE
↓
SECURITY DECISION
```

---

# 7. SIGNATURE ENGINE

The Signature Engine should detect known threats using appropriate indicators such as:

* Hashes
* Detection rules
* File characteristics
* Metadata
* Known malicious patterns

Signature databases must be securely updated.

Updates should be cryptographically signed and validated by the endpoint before installation.

---

# 8. HEURISTIC ENGINE

The Heuristic Engine should help identify suspicious files that are not yet present in the signature database.

It can analyze:

* File structure
* Metadata
* Suspicious characteristics
* Application behavior indicators
* Combinations of suspicious properties

Heuristic results should contribute to the overall risk score rather than necessarily determining the final decision alone.

---

# 9. BEHAVIORAL DETECTION

Behavioral Detection should be one of the most important components.

The platform should analyze what applications actually do.

For example:

```text
Unknown Application
↓
Creates Child Process
↓
Modifies Many Files
↓
Changes System Configuration
↓
Contacts Suspicious Domain
↓
Attempts Privileged Operation
↓
High Risk
```

Individual actions may be legitimate.

The combination of multiple suspicious events can indicate malicious behavior.

The system should therefore create a behavioral profile for processes and applications.

---

# 10. ANOMALY DETECTION

The platform should identify activity that significantly differs from normal behavior.

For example, if an application that normally performs simple operations suddenly begins performing unusual system, file or network activity, its risk score should increase.

Anomaly detection should be an additional signal and should be carefully controlled to reduce false positives.

---

# 11. RISK ENGINE

The Risk Engine should combine signals from the entire platform.

Example:

```text
Signature Score
+
Heuristic Score
+
Behavior Score
+
Reputation Score
+
Network Score
+
Process Score
+
File Score
+
Sandbox Score
+
Threat Intelligence Score
+
Anomaly Score
+
Context
↓
FINAL RISK SCORE
```

Example scale:

```text
0–15 Safe
16–35 Low Risk
36–55 Suspicious
56–75 High Risk
76–100 Critical
```

The exact scoring model should be designed and validated by the security engineer.

---

# 12. REPUTATION ENGINE

Files, applications, domains and URLs should have reputation information where available.

Possible data:

* Hash
* Age
* Digital signature
* Publisher
* Detection history
* Domain history
* Infrastructure reputation

Reputation should never be the only detection mechanism.

A new legitimate application may naturally have little reputation data.

---

# 13. CLOUD THREAT INTELLIGENCE

The cloud should provide:

* Indicators of compromise
* File reputation
* Domain reputation
* IP reputation
* Detection rules
* Threat information
* New signatures
* Phishing intelligence
* Malware intelligence
* Security updates

The endpoint should benefit from cloud intelligence while maintaining local protection when offline.

---

# 14. SANDBOX

Suspicious files should be analyzed in a strongly isolated environment.

Example:

```text
UNKNOWN FILE
↓
STATIC ANALYSIS
↓
HEURISTICS
↓
REPUTATION
↓
SUSPICIOUS?
↓
SANDBOX
↓
BEHAVIOR ANALYSIS
↓
NETWORK ANALYSIS
↓
RISK SCORE
```

The sandbox should prevent analyzed applications from accessing the user's actual system.

It should collect security telemetry such as:

* Process events
* File events
* System changes
* Network events
* Behavioral indicators

---

# 15. PROCESS MONITORING

The platform should monitor relevant processes.

Possible metadata:

* PID
* Parent PID
* Executable path
* Hash
* Digital signature
* User
* Start time
* Parent-child relationships
* Security events
* Network connections
* Risk score

The platform should generate process trees.

Example:

```text
Browser
└── Downloaded Application
└── Suspicious Child Process
```

This information should be available to the EDR and Incident Center.

---

# 16. MEMORY PROTECTION

The system should monitor suspicious memory-related activity and process interactions.

The goal is to detect behavior associated with malware and exploit activity while minimizing false positives.

---

# 17. EXPLOIT PROTECTION

The platform should include an exploit-protection layer.

When high-risk behavior is detected, the response could be:

```text
WARN
↓
BLOCK
↓
TERMINATE PROCESS
↓
CONTAIN
↓
CREATE INCIDENT
```

The exact response should depend on the confidence and severity of the detection.

---

# 18. RANSOMWARE SHIELD

The Ransomware Shield should protect important user data.

Features should include:

* Protected folders
* Process monitoring
* File activity monitoring
* Behavioral detection
* Suspicious-process blocking
* Automatic containment
* Quarantine
* Incident creation

Where technically safe and reliable, the product may support recovery mechanisms for affected data.

---

# 19. APPLICATION CONTROL

Applications should receive a trust classification:

```text
TRUSTED
KNOWN
UNKNOWN
SUSPICIOUS
MALICIOUS
```

Users should be able to manage appropriate allow/block rules.

Enterprise administrators should have centralized allowlisting and blocking policies.

---

# 20. ANTI-TAMPER

The platform must protect itself against attempts to disable or modify security components.

Protected components should include:

* Security processes
* Configuration
* Detection databases
* Policies
* Update mechanisms
* Security services

Administrative changes should require appropriate authorization.

---

# 21. SECURE UPDATE SYSTEM

Security updates are critical.

Every update should:

1. Be cryptographically signed
2. Be verified
3. Be downloaded through a secure channel
4. Be integrity checked
5. Be installed safely
6. Support rollback where appropriate

The update infrastructure should support:

* Versioning
* Staged deployment
* Rollback
* Integrity checking
* Update logs

---

# 22. NETWORK SECURITY

The platform should include network protection capable of:

* Monitoring security-relevant network activity
* Blocking malicious destinations
* Detecting suspicious connections
* Detecting C2 communication
* DNS protection
* Network isolation
* Integration with appropriate Windows networking/security controls

---

# 23. DNS SECURITY

DNS requests should be evaluated against:

* Malicious domains
* Phishing domains
* C2 infrastructure
* Malware infrastructure
* Suspicious domains

Example:

```text
DNS REQUEST
↓
DOMAIN REPUTATION
↓
THREAT INTELLIGENCE
↓
ALLOW / WARN / BLOCK
```

---

# 24. WEB SECURITY

Before opening a website:

```text
URL
↓
DOMAIN ANALYSIS
↓
REPUTATION
↓
PHISHING ANALYSIS
↓
REDIRECT ANALYSIS
↓
RISK SCORE
↓
ALLOW / WARN / BLOCK
```

---

# 25. ANTI-PHISHING

The system should detect:

* Fake login pages
* Suspicious domains
* Lookalike domains
* Malicious redirects
* Credential-harvesting pages
* Known phishing campaigns

Warnings should clearly explain why a website was blocked.

---

# 26. DOWNLOAD PROTECTION

Downloaded files should be analyzed before being allowed to execute when appropriate.

```text
DOWNLOAD
↓
HASH
↓
REPUTATION
↓
STATIC ANALYSIS
↓
HEURISTICS
↓
SANDBOX IF REQUIRED
↓
RISK ENGINE
```

Possible results:

**ALLOW**

**WARN**

**BLOCK**

**QUARANTINE**

---

# 27. EMAIL SECURITY

Email security should analyze:

* Sender
* Domain
* SPF
* DKIM
* DMARC
* URLs
* Redirects
* Attachments
* Reputation
* Phishing indicators

The system should help users identify suspicious messages before interacting with them.

---

# 28. ATTACHMENT SECURITY

Attachments should go through a security pipeline:

```text
ATTACHMENT
↓
HASH
↓
REPUTATION
↓
STATIC ANALYSIS
↓
HEURISTICS
↓
SANDBOX IF REQUIRED
↓
RISK SCORE
```

High-risk attachments should be blocked or quarantined.

---

# 29. IDENTITY PROTECTION

The platform should detect suspicious activity involving user identities and accounts.

It should provide protection against:

* Credential theft
* Phishing
* Suspicious applications
* Unauthorized access attempts

---

# 30. CREDENTIAL PROTECTION

The system should monitor suspicious attempts by unauthorized processes to access credential-related resources.

It should prioritize protection of sensitive authentication information.

---

# 31. EDR

EDR should collect and correlate security events.

Example:

```text
USER
↓
DOWNLOAD
↓
UNKNOWN FILE
↓
PROCESS START
↓
SUSPICIOUS BEHAVIOR
↓
NETWORK CONNECTION
↓
HIGH RISK
↓
PROCESS BLOCKED
↓
FILE QUARANTINED
↓
NETWORK CONTAINMENT
↓
INCIDENT CREATED
```

All related events should be presented as one security incident.

---

# 32. THREAT GRAPH

The dashboard should visualize relationships between:

```text
USER
↓
PROCESS
↓
FILE
↓
DOMAIN
↓
IP
↓
CHILD PROCESS
↓
FILE MODIFICATIONS
```

This should help analysts understand the complete attack chain.

---

# 33. INCIDENT RESPONSE

The platform should support automated response levels:

```text
LEVEL 0 — ALLOW
LEVEL 1 — MONITOR
LEVEL 2 — WARN
LEVEL 3 — BLOCK
LEVEL 4 — QUARANTINE
LEVEL 5 — CONTAIN
LEVEL 6 — NETWORK ISOLATION
LEVEL 7 — REMEDIATION
```

The response should depend on confidence, severity, context and organizational policy.

---

# 34. AUTOMATIC CONTAINMENT

For serious incidents the platform may:

* Stop suspicious processes
* Block malicious files
* Quarantine files
* Block malicious domains
* Restrict network connectivity
* Isolate a device
* Create an incident
* Notify the user or administrator

Every automated action should be logged.

---

# 35. QUARANTINE

Quarantine should securely isolate suspicious files.

The user should not be able to accidentally execute quarantined files.

The system should store:

* Hash
* Detection
* Source
* Date
* Risk score
* Action taken

---

# 36. REMEDIATION

Where technically safe, the system should be capable of:

* Removing detected malware
* Stopping malicious processes
* Removing malicious persistence
* Restoring security settings
* Performing follow-up scans
* Returning the system to a safer state

All remediation actions must be logged.

---

# 37. SECURITY DASHBOARD

The interface should be modern, clean and easy to understand.

Main sections:

```text
HOME
SECURITY
SMART SCAN
THREATS
INCIDENT CENTER
EMAIL
WEB
NETWORK
APPLICATIONS
RANSOMWARE
EDR
IDENTITY
DEVICES
QUARANTINE
ACTIVITY
PRIVACY
SECURE GATEWAY
ACCOUNT
SUBSCRIPTION
SETTINGS
```

---

# 38. HOME SCREEN

The home screen should display:

* Protection Status
* Security Score
* Last Scan
* Threats Blocked
* Protected Devices
* Real-Time Protection
* Network Protection
* Web Protection
* Ransomware Protection

Main action:

**SMART SCAN**

---

# 39. SECURITY SCORE

Example:

```text
PROTECTION SCORE
94 / 100
```

The score must be based on actual security configuration and status.

The system should explain what affects the score.

---

# 40. THREAT CENTER

Display:

* Recent threats
* Severity
* Device
* Date
* Detection
* Action
* Current status

Example:

```text
CRITICAL
Ransomware behavior detected
Action: BLOCKED + CONTAINED
```

---

# 41. INCIDENT CENTER

Every significant incident should have a detailed view containing:

* What happened
* When it happened
* Which process was involved
* Which file was involved
* Which user was involved
* Network activity
* Why the system reacted
* What actions were taken
* Recommended next steps

---

# 42. SMART SCAN

Scan options:

* Quick Scan
* Full Scan
* Custom Scan
* Deep Scan
* Startup Scan
* USB Scan
* Downloads Scan

Scanning should be optimized to minimize unnecessary system load.

---

# 43. GAMING MODE

Gaming Mode should reduce unnecessary background activity while keeping critical security protections active.

It should:

* Reduce CPU usage
* Delay non-critical scans
* Schedule intensive tasks intelligently
* Maintain essential real-time protection

---

# 44. PERFORMANCE MODES

Possible modes:

```text
QUIET
BALANCED
MAX SECURITY
GAMING
ENTERPRISE
```

---

# 45. PRIVACY CENTER

Users should be able to see:

* What security telemetry is collected
* Why it is collected
* What information is sent to the cloud
* Telemetry settings
* Privacy-related activity

The platform should follow privacy-by-design principles.

---

# 46. SECURE GATEWAY / VPN

An optional secure network gateway can provide:

* Encrypted traffic
* Secure DNS
* Malicious-domain filtering
* Threat intelligence
* Protection on untrusted networks
* Optional regional egress selection

Changing the public IP or egress region should not be described as physically changing the user's location.

This functionality is intended for privacy and security, not for evading law enforcement or bypassing security controls.

---

# 47. CLOUD BACKEND

The cloud architecture may look like:

```text
ENDPOINT
↓
SECURE API
↓
API GATEWAY
↓
AUTHENTICATION
↓
DEVICE MANAGEMENT
↓
THREAT INTELLIGENCE
↓
REPUTATION
↓
DETECTION SERVICES
↓
INCIDENT SERVICE
↓
TELEMETRY
↓
UPDATE SERVICE
↓
DASHBOARD
```

---

# 48. CLOUD SERVICES

Potential services:

```text
api-service
authentication-service
device-service
threat-intelligence-service
reputation-service
detection-service
telemetry-service
incident-service
notification-service
update-service
billing-service
admin-service
policy-service
```

The final service architecture should be selected by the technical lead.

---

# 49. DATABASE

The backend should use an appropriate database architecture.

Potential entities:

```text
Users
Organizations
Devices
Processes
Files
Detections
Incidents
Threats
Policies
Alerts
QuarantineEvents
NetworkEvents
EmailEvents
WebEvents
Updates
Subscriptions
AuditLogs
```

---

# 50. DEVICE MANAGEMENT

Each device should have:

* Device ID
* Operating System
* Agent Version
* Protection Status
* Last Seen
* Security Score
* Risk Level
* Assigned Policy
* Last Incident

---

# 51. ENTERPRISE MANAGEMENT

Enterprise customers should have centralized administration.

Roles:

```text
SUPER ADMIN
SECURITY ADMIN
ANALYST
AUDITOR
VIEWER
```

Administrators should be able to manage:

* Security policies
* Devices
* Detection levels
* Application policies
* Network policies
* Scan schedules
* Automated response

---

# 52. RBAC

Role-Based Access Control should restrict administrative actions.

Not every user should be able to:

* Change security policies
* Disable protection
* Isolate devices
* Delete devices
* View sensitive incidents
* Manage accounts

---

# 53. XDR

A later stage can extend EDR into XDR.

Potential data sources:

```text
ENDPOINT
EMAIL
WEB
NETWORK
DNS
IDENTITY
CLOUD
```

The system should correlate these signals into unified incidents.

Example:

```text
Phishing Email
↓
User Clicks Link
↓
Malicious Website
↓
Download
↓
Process Execution
↓
Network Connection
↓
Credential Theft Attempt
```

This should appear as one correlated incident rather than unrelated alerts.

---

# 54. AI SECURITY ASSISTANT

AI can be used for:

* Explaining alerts
* Summarizing incidents
* Generating reports
* Answering administrator questions
* Suggesting remediation steps

Critical security decisions should not depend solely on AI.

Deterministic and validated security mechanisms should remain responsible for critical blocking and containment decisions.

---

# 55. THREAT INTELLIGENCE PLATFORM

The platform should maintain security intelligence regarding:

* Malware families
* Domains
* Hashes
* IP reputation
* Phishing campaigns
* Ransomware families
* Indicators of compromise
* Detection rules

All intelligence sources should be legitimate, appropriately validated and legally usable.

---

# 56. SECURITY RESEARCH LAB

A separate isolated research environment can be used for:

* Security research
* Malware analysis
* Detection development
* False-positive investigation
* Rule testing
* Update testing

This environment must remain isolated from production infrastructure.

---

# 57. FALSE POSITIVE MANAGEMENT

False positives are a major concern.

The platform should analyze:

* Detection reason
* Confidence
* Reputation
* Behavior
* Digital signature
* Context

The product should include mechanisms for reviewing potential false positives.

---

# 58. TELEMETRY

The endpoint should send only appropriate security telemetry.

Potential telemetry:

* Security events
* Detection results
* File hashes
* Process metadata
* Network security events
* Agent health
* Version information

Privacy and applicable regulations must be considered throughout the architecture.

---

# 59. AUDIT LOGGING

Important actions should be logged.

Examples:

```text
User changed policy
Threat blocked
Device isolated
File quarantined
Administrator logged in
Update installed
Detection rule changed
```

Logs should be protected against unauthorized modification.

---

# 60. SECURITY ARCHITECTURE

The entire platform should follow:

* Least privilege
* Zero Trust
* Defense in depth
* Secure defaults
* Encryption
* Signed updates
* Strong authentication
* RBAC
* Audit logging
* Secure secret management
* Secure coding practices

No single component should be trusted blindly.

---

# 61. REPOSITORY STRUCTURE

A possible repository structure:

```text
security-platform/

endpoint/
agent/
realtime/
scanner/
process-monitor/
memory-protection/
exploit-protection/
ransomware/
application-control/
identity/
credential-protection/
integrity/
anti-tamper/
updater/
telemetry/

detection-engine/
signatures/
heuristics/
behavior/
reputation/
anomaly/
ml/
risk-engine/

network/
firewall/
dns/
ids/
ips/
c2-detection/
monitoring/
isolation/

web/
url-analysis/
phishing/
safe-browser/
download-protection/

email/
sender-analysis/
spf/
dkim/
dmarc/
url-analysis/
attachment-analysis/

sandbox/
static-analysis/
behavior-analysis/
network-analysis/

cloud/
api/
authentication/
device-management/
threat-intelligence/
reputation/
telemetry/
updates/
incidents/
policies/
notifications/

enterprise/
rbac/
policies/
audit/
xdr/

gateway/
secure-tunnel/
dns/
filtering/
egress/

dashboard/
frontend/
backend/

admin-panel/

research-lab/

testing/

infrastructure/

security/

documentation/
```

---

# 62. TECHNOLOGY

The final technology stack should be selected by the lead engineer based on security, performance and maintainability requirements.

Potential endpoint technologies:

* Rust
* C++
* Native Windows APIs
* Windows security mechanisms

Potential backend technologies:

* Rust
* Go
* Java
* TypeScript

Potential infrastructure:

* AWS
* Azure
* GCP
* Appropriate private infrastructure

Potential database:

* PostgreSQL
* Redis or an equivalent caching system

Potential dashboard:

* TypeScript
* Modern frontend framework

Technology selection should be justified technically rather than chosen purely for convenience.

---

# 63. PERFORMANCE REQUIREMENTS

The product should have minimal impact on normal computer usage.

Important goals:

* Low CPU usage
* Low RAM usage
* Fast scanning
* Efficient caching
* Intelligent scheduling
* Minimal duplicate analysis
* Prioritized security events

The product should remain usable during gaming, productivity work and demanding applications.

---

# 64. OFFLINE PROTECTION

Basic security must continue when the endpoint has no Internet connection.

The local agent should maintain:

* Local detection capabilities
* Local signatures
* Heuristic rules
* Local Risk Engine
* Security policies
* Essential reputation information

Cloud services should enhance protection rather than being the only source of protection.

---

# 65. SELF-HEALTH MONITORING

The platform should monitor its own health.

Examples:

```text
Agent Running?
Protection Enabled?
Detection Database Current?
Cloud Connected?
Last Update?
Security Services Healthy?
```

If a critical component fails, the user or administrator should be notified.

---

# 66. SYSTEM INTEGRITY

The platform should continuously verify the integrity of its own important components.

Components include:

* Endpoint Agent
* Detection Engine
* Security databases
* Update system
* Policy engine
* Security services

If a component becomes corrupted, the system should attempt safe recovery where possible.

---

# 67. BACKUP AND DISASTER RECOVERY

Cloud infrastructure should include:

* Backups
* Redundancy
* Disaster recovery
* Database replication
* Monitoring

A single infrastructure failure should not result in complete loss of security data.

---

# 68. TESTING

The project must include automated testing.

Required categories:

```text
UNIT TESTS
INTEGRATION TESTS
SYSTEM TESTS
SECURITY TESTS
PERFORMANCE TESTS
REGRESSION TESTS
FALSE POSITIVE TESTS
UPDATE TESTS
RECOVERY TESTS
```

---

# 69. MALWARE TESTING

Testing should use controlled and legally authorized security test environments.

The testing system should measure:

* Detection
* Blocking
* Quarantine
* Containment
* Remediation
* Logging
* Recovery

Production systems must never be used as uncontrolled malware-testing environments.

---

# 70. RANSOMWARE TESTING

Safe ransomware-behavior simulators should be used where possible.

The test should verify:

```text
Suspicious File Activity
↓
Behavior Detection
↓
Alert
↓
Block
↓
Containment
↓
Incident Creation
```

---

# 71. PHISHING TESTING

Controlled phishing simulations should verify:

```text
URL
↓
Analysis
↓
Risk Score
↓
Warning / Block
```

---

# 72. CONTINUOUS SECURITY VALIDATION

The platform should continuously test:

* Detection quality
* False positives
* Update reliability
* Anti-tamper mechanisms
* Recovery mechanisms
* Performance
* Security boundaries

---

# 73. DEVELOPMENT PHASES

The project should be developed incrementally.

### PHASE 1 — ARCHITECTURE

Create:

* Technical architecture
* Threat model
* Trust boundaries
* Data model
* API design
* Endpoint architecture
* Cloud architecture
* Update architecture
* Telemetry architecture
* Security model
* Testing strategy

### PHASE 2 — CORE ENDPOINT

Build:

* Windows Agent
* Scanner
* Real-Time Protection
* Signature Engine
* Basic Heuristics
* Quarantine
* Secure Updates

### PHASE 3 — ADVANCED DETECTION

Add:

* Behavioral Detection
* Process Monitoring
* Risk Engine
* Reputation
* Anomaly Detection
* Ransomware Protection
* Application Control

### PHASE 4 — NETWORK AND WEB

Add:

* DNS Security
* Web Protection
* URL Analysis
* Anti-Phishing
* Network Monitoring
* C2 Detection

### PHASE 5 — CLOUD

Add:

* API
* Authentication
* Device Management
* Threat Intelligence
* Telemetry
* Reputation
* Incident Management

### PHASE 6 — EDR

Add:

* Process Trees
* Threat Graph
* Incident Correlation
* Investigation
* Automated Response
* Device Isolation

### PHASE 7 — EMAIL AND SANDBOX

Add:

* Email Security
* Attachment Analysis
* Sandbox
* Advanced URL Analysis

### PHASE 8 — ENTERPRISE

Add:

* RBAC
* Central Policies
* XDR
* Audit
* Enterprise Dashboard
* Organization Management

### PHASE 9 — COMMERCIALIZATION

Add:

* Subscription Management
* Licensing
* Customer Support
* Product Analytics
* Documentation
* Deployment infrastructure
* Compliance processes

---

# 74. IMPORTANT PRODUCT PRINCIPLE

The objective is not to create a product that simply contains thousands of detection signatures.

The objective is to create a layered security system where different technologies compensate for each other's weaknesses.

For example:

```text
Known Malware
→ Signature

Modified Malware
→ Heuristics

Unknown Malware
→ Behavior

Highly Suspicious File
→ Sandbox

Malicious Domain
→ Reputation / Threat Intelligence

Suspicious Process
→ EDR

Ransomware Behavior
→ Behavioral Detection + Ransomware Shield

Phishing
→ URL + Domain + Website Analysis

C2
→ Network + DNS + Threat Intelligence

Severe Incident
→ Automatic Containment + Isolation
```

---

# 75. FINAL OBJECTIVE

The final product should become a professional cybersecurity platform for individual users, businesses and eventually larger organizations.

The platform should combine:

**ANTIVIRUS + EPP + EDR + NETWORK SECURITY + WEB SECURITY + EMAIL SECURITY + SANDBOX + THREAT INTELLIGENCE + INCIDENT RESPONSE + ENTERPRISE SECURITY**

The system should be:

* Secure
* Fast
* Reliable
* Scalable
* Privacy-conscious
* Modular
* Easy to use
* Difficult to tamper with
* Continuously updated
* Capable of detecting both known and emerging threats

The first development step should **not** be writing random code.

Before development begins, I want the engineer/team to produce:

1. Detailed technical architecture
2. Threat model
3. Trust boundaries
4. Endpoint architecture
5. Detection architecture
6. Cloud architecture
7. Data model
8. API specification
9. Update architecture
10. Telemetry model
11. Security model
12. Testing strategy
13. Development roadmap
14. MVP scope
15. Estimated development time
16. Estimated budget
17. Long-term scaling plan

The final goal is to build a serious, commercially viable Windows cybersecurity platform with strong layered protection and the ability to continuously evolve as new threats emerge.

The client needs help refreshing an existing Squarespace website and fixing a few issues that have developed across the site.
The website is already built, but some sections need design adjustments, spacing needs to be cleaned up, and a few elements are not displaying correctly. The client also wants the site checked on mobile and desktop to make sure everything looks consistent.

Tasks include:
Refreshing existing Squarespace pages
Fixing layout and spacing issues
Updating sections and content
Fixing buttons and links
Improving mobile responsiveness
Correcting navigation issues
Making minor CSS/design adjustments
Testing the website before completion
The goal is to keep the existing design while making the website cleaner, more polished, and fully functional.

We are looking for an experienced GoHighLevel CRM Architect / Developer to design and build a customized CRM and automation ecosystem for our real estate investment business.

This is not a basic GoHighLevel funnel or website setup. We are looking for someone who can think strategically about CRM architecture, real estate investor workflows, data structure, automation, integrations, reporting, and AI.

Our goal is to build a centralized platform within GoHighLevel that incorporates functionality similar to platforms such as REsimpli, REI Reply, and other real estate investor CRMs, while also taking advantage of GoHighLevel’s automation capabilities and modern AI tools.

What We Want to Build

The platform should support the real estate investment lifecycle from initial lead generation through acquisition, follow-up, transaction management, disposition, and long-term relationship management.

Key functionality may include:

* Lead capture from websites, landing pages, forms, calls, SMS, ads, referrals, and other sources
* Real estate investor lead pipelines and opportunity stages
* Seller lead intake and qualification
* Property information and deal data tracking
* Automated lead nurturing
* Automated SMS, email, voicemail, and call workflows
* Follow-up campaigns based on lead status and behavior
* Appointment scheduling and reminders
* Task assignment and team notifications
* Lead routing
* Call tracking, recording, and attribution
* Lead source and marketing campaign tracking
* Acquisition workflow management
* Transaction / closing milestone tracking
* Buyer and investor database management
* Disposition workflows
* Automated buyer notifications
* KPI dashboards and reporting
* Team performance reporting
* Marketing ROI and lead conversion reporting
* Integration with third-party real estate tools where appropriate

AI Integration Is a Major Priority

We want to leverage AI throughout the platform and are specifically looking for someone comfortable architecting AI-enabled workflows.

Potential AI functionality includes:

* AI SMS conversations
* AI-powered lead qualification
* AI voice agents / virtual receptionist
* Automated inbound call handling
* AI appointment scheduling
* AI follow-up
* Lead scoring and prioritization
* Conversation summarization
* Call transcription and analysis
* Automated CRM note generation
* Seller intent detection
* Automated responses based on lead behavior
* AI-assisted acquisition workflows
* Internal AI assistants for our team

We are open to recommendations regarding the best combination of GoHighLevel native AI, OpenAI, Voice AI platforms, APIs, webhooks, Make, Zapier, n8n, or other technologies.

Required Experience / Skill Sets

The ideal candidate should have strong experience with:

* Advanced GoHighLevel architecture and administration
* GoHighLevel workflows and automations
* CRM pipeline design
* Custom fields and data architecture
* Forms, surveys, calendars, triggers, tags, and opportunity management
* GoHighLevel APIs and webhooks
* Twilio / LeadConnector phone and SMS configuration
* Email automation and deliverability
* AI integrations
* OpenAI / LLM integrations
* AI voice technology
* API integrations with external platforms
* Zapier, Make, n8n, or similar automation platforms
* Dashboarding, attribution, and KPI reporting
* Lead routing and assignment logic
* Database management and CRM optimization
* Testing, documentation, and troubleshooting

Real Estate Investment Experience

Real estate investor CRM build experience is REQUIRED.

You should understand or have experience working with platforms/workflows such as:

* REsimpli
* REI Reply
* GoHighLevel for real estate investors
* InvestorFuse
* Podio-based investor CRMs
* Real estate acquisition pipelines
* Seller lead management
* Investor / cash buyer databases
* Lead nurturing
* Property acquisition workflows
* Disposition workflows
* Real estate marketing attribution

You do not necessarily need to duplicate REsimpli feature-for-feature. We want someone who understands why these platforms work operationally and can help determine what should be built natively in GoHighLevel, what should be automated, and what should remain integrated with specialized third-party software.

What We Expect From the Architect

We do not want someone who simply waits for us to tell them which GoHighLevel buttons to configure.

We are looking for someone who can:

1. Learn our current business processes and future-state goals.
2. Evaluate platforms such as REsimpli and REI Reply and understand the functionality we want to replicate or improve.
3. Recommend the appropriate GoHighLevel architecture.
4. Identify where custom development or external integrations are required.
5. Design scalable pipelines, data structures, workflows, automations, and reporting.
6. Incorporate AI strategically rather than adding AI simply for the sake of having it.
7. Build and test the platform.
8. Document the architecture and automations.
9. Train our team on how the system works.
10. Build the system so that we can continue expanding it as our business grows.

Ideal Candidate

You are a good fit if you consider yourself a GoHighLevel solutions architect, not simply a GHL virtual assistant.

You understand how to translate a business operation into a technology architecture and can advise us when there is a better way to accomplish something.

We value someone who is:

* Strategic
* Highly organized
* Automation-focused
* AI-forward
* Experienced with real estate investment businesses
* Comfortable challenging inefficient processes
* Able to communicate technical concepts clearly
* Focused on building scalable systems rather than temporary workarounds

When Applying, Please Include:

1. How many GoHighLevel systems have you architected?
2. Have you built GoHighLevel systems specifically for real estate investors?
3. What experience do you have with REsimpli, REI Reply, InvestorFuse, Podio, or similar investor CRMs?
4. Have you replicated functionality from another CRM inside GoHighLevel? Please describe the project.
5. What AI integrations have you implemented within GoHighLevel?
6. Have you built AI voice agents or AI SMS qualification systems?
7. Which automation platforms do you work with: Make, Zapier, n8n, etc.?
8. Are you comfortable working with APIs and webhooks?
9. Please provide examples, screenshots, Loom walkthroughs, or case studies of comparable systems you have built.
10. Based on this description, what would you recommend we build natively inside GoHighLevel versus integrate with outside platforms?

Please begin your proposal with the phrase “REI CRM Architect” so we know you read the full description.

We are interested in developing a long-term relationship with the right person as we continue expanding automation and AI capabilities across our real estate businesses.

Summary
We are looking for an experienced and results-driven Paid Advertising Specialist to build, manage, and optimize high-performing ad campaigns across multiple social platforms.

Our primary goal is to boost brand awareness, generate high-quality leads, and maximize ROAS (Return on Ad Spend).

### Key Responsibilities

* Develop and execute data-driven advertising strategies aligned with business goals.
* Create, set up, and manage paid campaigns on:
* Meta (Facebook & Instagram)
* TikTok Ads
* Snapchat & Google Ads
* Set up advanced tracking and analytics (Meta Pixel, GA4, GTM, Conversion API).
* Perform continuous A/B testing on ad copy, creatives, and target audiences.
* Monitor performance daily and optimize campaigns for maximum profitability.
* Deliver clear performance reports with actionable insights and strategy recommendations.

### Requirements & Qualifications

* Proven track record in managing successful paid media campaigns.
* Expert hands-on experience with Meta Ads Manager and TikTok Ads Manager.
* Deep understanding of audience targeting, retargeting, and conversion funnels.
* Strong analytical skills to interpret campaign data and scale winning ads.
* Excellent English communication skills (written and spoken).

### How to Apply

Please submit a brief proposal explaining your experience with paid ads and the platforms you specialize in.

Join Our Fun, High-Performance Marketing Agency Specializing in PPC Services

We’re a fast-growing digital marketing agency, and we're looking for talented, creative, and consistent individuals to manage Facebook Ads campaigns for our diverse clients. If you're passionate about driving results, eager to learn, and want to grow alongside a team that's committed to success, this is the place for you!

Responsibilities:
Campaign Management:
Take full ownership of Facebook Ads campaigns for multiple eCommerce clients.
Lead strategy, execution, and optimization of campaigns to drive tangible results.
Ensure the campaigns are aligned with clients’ goals and continuously improve their performance.

Collaboration:
Work closely with our creative and support teams to ensure data reports are well-prepared and actionable.
Coordinate the creation of ad creatives as needed, ensuring they are in line with the campaign’s goals.

Testing and Optimization:
Continuously test creatives, audiences, and bidding strategies to maximize performance.
Manage testing reports, ensuring they are clear, detailed, and visible to the team.
Use data-driven insights to adjust and improve campaign ROI.

Communication:
Communicate effectively in English with clients and team members.
Document weekly activities and maintain thorough records to keep track of all actions and results.

Responsiveness:
Address urgent situations swiftly and with minimal supervision, ensuring timely solutions to keep campaigns running smoothly.

Requirements:
Proven experience managing Facebook Ads for eCommerce clients.
Ability to handle 5 accounts independently while maintaining quality and consistency.
Strong understanding of Facebook Ads Manager and analytics to make data-driven decisions.
High attention to detail and excellent time management skills.
Growth mindset and a proactive approach—ready to tackle new challenges and consistently improve.
Ability to work independently while also being a strong team player.

How to Apply:
Start your cover letter with "FB" to confirm you've read the full job posting.
Share examples of past work or case studies showcasing your experience and the results you've achieved.

Why Join Us:
Work with a fun and high-performance team focused on delivering exceptional results.
Opportunities to grow and advance within the company as you build success with us.
Flexible working hours—take control of your schedule and work remotely.
Learn, develop new skills, and gain experience that will support your professional growth.

I’m looking for an experienced YouTube automation coach/mentor to help me build a profitable, AI-assisted YouTube channel from the ground up.

My goal is straightforward: build a channel that can reach monetisation as efficiently as possible and ultimately generate strong, scalable income.

I’m not looking for someone to simply build the channel for me. I want to learn the entire process from start to finish, understand why each decision is being made, and develop a repeatable system that I can eventually run and scale myself.

What I Want to Learn

I’m looking for guidance across the entire YouTube automation process, including:

* Niche selection and validating opportunities before committing
* Competitor and market research
* Channel positioning and content strategy
* Identifying video ideas with strong view and revenue potential
* Scriptwriting and AI-assisted scripting workflows
* Voiceover generation
* AI video generation, stock footage and editing workflows
* Titles, thumbnails and packaging
* YouTube SEO and publishing strategy
* Audience retention and watch-time optimisation
* Understanding and using YouTube analytics
* Testing and improving videos based on performance
* Monetisation strategy beyond simply reaching YouTube Partner Program requirements
* Building the most efficient AI/software workflow possible
* Outsourcing and scaling once the channel is working

Who I’m Looking For

The most important requirement is a proven track record.

Ideally, you have personally built, operated or helped grow multiple successful faceless/automated YouTube channels.

I’m much more interested in real results and case studies than theory or certifications.

When applying, please provide:

1. Relevant case studies of channels you have built, managed or coached. Where possible, include results such as views, subscribers, time to monetisation, revenue and the timeframe involved.
2. Your involvement in those channels. Please explain specifically what you were responsible for rather than simply linking channels you have worked with.
3. How you would approach building my channel. A high-level explanation of the process you would take me through from niche research to publishing and optimising the first videos.
4. Your coaching/mentoring fee. This can be a fixed price, package or hourly rate. If you charge hourly, please also give me a rough estimate of how many hours of coaching you believe would be required to get the channel properly established and operating independently.
5. Estimated operating costs. Please provide a ballpark monthly budget for the software, AI tools and other services you would recommend to operate the channel effectively.

The End Goal

I don’t just want to launch one channel. I want to learn how to identify opportunities, build a channel, create content efficiently, analyse performance, improve it and eventually scale the system.

The initial priority will be getting the first channel launched, building traction and reaching monetisation as efficiently as realistically possible.

If you have a strong, verifiable track record with YouTube automation/faceless channels and believe you can teach me how to build this properly, please apply with your case studies, proposed approach and pricing.

We are looking for someone with real hands-on experience building, running, and optimizing PWA funnels for traffic coming from TikTok Ads.

This is not a general web development position.

We need someone who understands the full PWA acquisition funnel and has previously worked with paid traffic at scale.

You should have experience with:

PWA funnels for TikTok traffic
PWA install flows and push notification opt-ins
Pre-landers / bridge pages / app-style landing pages
Tracking the complete funnel from click → install → registration/conversion
Conversion tracking and postbacks
Working with affiliate offers and performance marketing
A/B testing landing pages, flows, and creatives
Optimizing install rate, CTR, conversion rate, CPA and ROAS
Understanding differences between Android devices, browsers, and TikTok in-app traffic
Integrating PWA funnels with third-party trackers and affiliate platforms

Experience with gambling, sweepstakes casino, betting, e-commerce, or other performance marketing verticals is highly preferred.

Please do NOT apply if your experience is only developing normal websites or PWAs without paid acquisition experience.

When applying, please include:

What type of PWA campaigns you have worked on
Which traffic sources you used
Which verticals and GEOs you worked with
Approximate monthly traffic/ad spend you handled
Which tracking platforms you have experience with
Examples of funnels or results you have generated
Your preferred pricing structure

We already operate large-scale performance marketing campaigns and have our own tracking infrastructure.

We are looking for someone who understands PWA as a performance marketing funnel, not just as a technical product.

Generic applications will be ignored.

We are looking for a TikTok Ads expert with proven experience running gambling, casino, or sports betting offers in the US.

Please do NOT apply if you have never run gambling/betting campaigns on TikTok.

We are not looking for a general TikTok media buyer or someone who wants to learn the vertical.

You must have hands-on experience with:

TikTok Ads in the US market
Gambling / Casino / Sports Betting offers
Performance / affiliate marketing
Tracking, optimization, and scaling
CPA / ROAS-driven campaigns
Creative testing and campaign structure
Running campaigns in compliance with applicable TikTok advertising policies and US requirements

In your application, send:

What gambling/betting offers you have promoted
GEOs you have worked with
Your approximate monthly TikTok spend
Examples of previous results/case studies
Your pricing model

Generic applications will be ignored.

We have our own performance marketing infrastructure and significant experience buying traffic. We are looking for someone who already knows this vertical and can start contributing immediately.

If you have real TikTok + US gambling experience, send me a message.