AI Model Integration for Upwork Projects

We are building an AI-driven marketing tool, a web dashboard that runs across Meta Ads and Google Ads, and we need an experienced AI developer to build the automation and AI layer. The job is to integrate the ad platform APIs, generate and optimize campaigns with LLMs, and turn performance data into action. Success means the system reliably improves ad outcomes with less manual work, and is clean enough for us to extend.

What you will do

- Integrate the Meta (Facebook) Marketing API and the Google Ads API
- Build LLM features such as ad copy and creative generation, audience and keyword suggestions
- Automate campaign analysis, optimization signals, and reporting
- Build AI agents that turn performance data into recommended actions
- Add guardrails and evaluation so AI output is reliable
- Document the system and hand it off cleanly

Requirements

- Strong Python, comfortable with OpenAI or similar LLM APIs
- Experience integrating ad platform APIs (Meta Marketing API, Google Ads API)
- AI agent and automation experience
- NLP fundamentals and solid prompt engineering
- Clear written English and async communication

Nice-to-have

- Hands-on with paid ads (Meta, Google) beyond the API level
- AI agent frameworks (LangChain, LlamaIndex, or similar)
- Node.js for integration work
- Marketing analytics experience

Stack and working style

Python, OpenAI GPT-4o, Meta and Google Ads APIs, React dashboard, PostgreSQL, async over Slack, short well-scoped iterations.

How to apply

Start your proposal with the word "ADS" so I know you read this. Include one link to an AI or automation project you built, ideally marketing or ads related, plus a one-line note on how you would approach the ads-API integration or AI optimization here.

SCREENING QUESTIONS

1. Describe an AI or automation project you built that integrated ad platform or marketing APIs, your exact role, and the result
2. How would you use an LLM to improve ad performance (creative, targeting, or optimization)
3. Which ad platform APIs have you worked with (Meta Marketing API, Google Ads API), and to what depth
4. What is your weekly availability over the next 1 to 3 months, and your time-zone overlap

Hey, I came across your profile and thought your experience might be relevant to a research project I’m hiring for.
The project involves taking publicly available business information, such as a name, company, address, email, or domain, and researching whether it can be connected to Shopify stores, websites, or other online business assets.
Would you be open to a quick call to discuss the project and how you would approach something like this?

# AI-Powered Event Photo Management Platform (React.js)

Developed a modern, responsive web application that simplifies event photo management using an AI-based face matching workflow. The platform allows event organizers and photographers to upload thousands of photos, while guests can instantly find their own images by taking a selfie or scanning a QR code.

The application features separate dashboards for organizers and administrators, enabling efficient event management, analytics, storage monitoring, and user management. Guests enjoy a seamless experience with personalized galleries, secure downloads, and photo sharing.

## Key Features

* AI-powered face matching workflow
* QR code-based event access
* Organizer and Super Admin dashboards
* Event creation and management
* Interactive analytics dashboard with charts
* Bulk photo upload interface
* Personalized guest photo gallery
* Secure photo download and sharing
* Role-based access control
* Privacy settings for events
* Responsive design for desktop, tablet, and mobile devices
* Modern UI with smooth animations and intuitive navigation

## Technologies Used

* React.js
* JavaScript (ES6+)
* Tailwind CSS
* Recharts
* Lucide React Icons
* Responsive Web Design
* Component-Based Architecture

This project demonstrates my ability to build modern, scalable web applications with clean UI/UX, dashboard development, state management, responsive design, and interactive user experiences. It can be extended with real AI face recognition APIs, cloud storage services, authentication systems, payment gateways, and backend integration for production use.

Skills: JavaScript, Website Design, CSS, HTML, React.js, Web Development, AI Model Integration, AI Development

Just a side background. I currently running a photobooth business and have seen the trend of AI Color analysis. The current software that i used doesn't have this yet. BUT, it has this api post processing feature where we could work on something from third party world via Post and Get method

The idea is this. People drop by the booth to capture their photo, once is captured, the photos will be working backend at your server turning images into AI and return it as fast as possible for on site printing

Basically two things that we will need to work on. The first is how we could pass the image to you (Maybe upload via AWS, and EC2 for instance running your server/service

This is just an idea, as i am open to any other method that works

We need full time dev in AI. We are specialized in deploying ai workforce in manufacturing industries.

We have a web application that was initially built with the help of AI coding tools (Codex, Claude). The core functionality is in place, but it now needs a professional developer to review, fix, and improve it before it's ready for real-world use.
What we need:
Review the existing codebase and fix bugs/issues
Improve security and harden the system (proper auth, data validation, error handling, etc.)
Clean up and optimize code where needed (AI-generated code often has inconsistencies)
Integrate additional AI features into the application
Ensure the app is stable, production-ready, and maintainable going forward

Ideal candidate:
Strong experience with modern full-stack development
Comfortable reading and refactoring existing code (not just building from scratch)
Experience working with AI APIs/integrations
Can identify security gaps and fix them without breaking existing functionality
Communicates clearly and provides updates as work progresses

• Describe your recent experience with similar projects
• Describe your approach to testing and improving QA
• Please list any certifications related to this project

Start your proposal with the word "MOSHI-SPEED". If you don't, your bid will be automatically deleted as a bot response.
We are looking for a Senior ML/AI Engineer to fine-tune our voice assistant built on the Moshi / PersonaPlex streaming audio architecture. The goal is to extend the model to support Russian + Uzbek (Latin/Cyrillic) while maintaining zero-latency native switching.
What is already done:
All datasets (instruction/dialogue formats) are fully prepared, cleaned, and ready for training. No data collection or labeling is required.
Scope of Work:
Tokenizer Audit & Extension: Optimize the tokenizer for the Uzbek language (both scripts).
SFT Fine-Tuning: Apply LoRA/QLoRA adjustments using the provided datasets. Crucially, updates must change weights without adding new layers.
Persona Alignment & Latency Control: Ensure character and tone consistency across RU/UZ and strictly maintain the current sub-120ms total latency (10.6ms inference step).
Deliverables:
Fine-tuned adapters (LoRA/QLoRA) or a fully merged model.
Clean, documented training scripts and evaluation reports.

Skills: PHP, Machine Learning (ML), AI (Artificial Intelligence) HW/SW, Natural Language Processing, AI Model Development, AI Model Integration, AI Development

Hello,

I’m looking for an experienced developer who may be interested in becoming a long-term technical partner for an AI automation agency I am building.

I want to be transparent about where I am currently at. I have already created and positioned two main services on my Upwork profile, but after having them live for a few months, I have not received a client inquiry yet. I believe the next step is not only improving the technical side, but also having the services properly audited, reviewed, and positioned so they are more attractive to the right clients.

The two main services I am focused on are:

1. AI Sales Automation System for Lead Conversion
A system designed to help businesses capture leads, automate follow-ups, qualify prospects, improve response time, integrate with CRM systems, and increase conversions.
2. Ecommerce Email Retention Revenue Automation System for Shopify Brands
A system designed to help Shopify businesses recover lost revenue through automated email marketing workflows, customer retention strategies, and revenue-focused automation.

I am looking for someone who can review these offers from a technical perspective, provide feedback on what should be improved, and help create professional solutions that can be delivered to clients.

My role will focus on:

* Finding and communicating with potential clients
* Understanding their business needs
* Managing the client relationship
* Creating the project strategy
* Overseeing delivery

Your role would focus on:

* Technical development
* Building the automation systems
* Implementing integrations
* Helping ensure the final product meets client expectations

I want to be upfront that I am currently in the early stages of building this agency, so I am not starting with the largest budget possible. I respect the value of your time, and I would like to structure projects around clear milestones.

I can provide payment for initial discovery/planning work before development begins, and larger payments would be tied to completed project milestones and successful delivery.

My goal is to find someone reliable who I can build a long-term working relationship with as I begin acquiring clients and expanding the agency.

If you are interested, I would like to discuss your experience, your thoughts on these services, and how you would approach improving and developing these systems.

Thank you, and I look forward to hearing from you.

AI Automation & Python Developer for Business Workflow Automation

I am looking for projects involving AI automation, Python development, and workflow automation. I can help automate repetitive business tasks, integrate APIs, and build intelligent workflows that save time and improve productivity.

Services I offer
Python scripting and automation
AI-powered workflow development
API integration (REST APIs)
Excel and CSV automation
PDF processing and OCR
AI chatbot and Copilot workflow development
Email and document automation
Report generation
Data extraction and processing
Backend development and automation
Technologies
Python
Laravel/PHP
JavaScript
PostgreSQL
REST APIs
OpenAI/LLM Integration
PaddleOCR
Git & GitHub
Deliverables
Clean and maintainable code
Proper documentation
Error handling and logging
API integration
Testing before delivery
Support after project completion

I value clear communication, timely delivery, and building scalable solutions that can be easily extended as business requirements evolve.

Skills: Python, Git, Data Analysis, Automation, API Integration, Data Management, OpenAI, AI Chatbot, AI Model Integration, AI Development

We are looking for participants in Poland to join a Mystery Shopping project.

The purpose of this project is to evaluate the overall customer experience by interacting with an online service as a regular customer. Your feedback will help us better understand the customer journey, assess the quality of the experience, and identify opportunities for improvement.

We are looking for reliable participants who can carefully follow instructions, pay attention to detail, and provide honest feedback based on their experience. Previous mystery shopping experience is welcome but not required.

This is a paid project with milestone-based payments and the possibility of participating in similar assignments in the future.

If you're interested, please let us know. Once we confirm your participation, we'll send you the complete project details, requirements, and step-by-step instructions before you begin.

I'm building an AI chief of staff and second brain for local business owners and real estate agents. This project aims to enhance marketing automation and provide a comprehensive solution for business management. The ideal candidate will have experience in AI and automation, with a strong understanding of the needs of local businesses and real estate agents. - I'm building something bigger than marketing automation: an AI chief of
staff and second brain for local business owners, real estate agents and
brokers, hospitality operators, and hotels/lodging to start. The idea:
give a business owner what a great personal assistant would do for them
if they could afford one. Every morning they get a plain-English
briefing, what needs their attention today, what happened overnight,
what's coming up. Every guest or client interaction gets remembered and
used, not just logged.

Underneath, this runs on GoHighLevel: instant call/text response,
automated follow-up, and a growing memory of each client's specific
business. Live client work already in place: a full paid-ads, SEO, and
website build for a Caribbean bar/restaurant, plus a real estate agent
site and lead-gen build in progress.

Where this is headed: home services (HVAC and similar trades) is the
next vertical once the first three are proven out, not active yet. I'm
looking for one person to grow with across this expanding practice, not
move between short-term gigs.

What you'd be doing:
- Set up and manage GoHighLevel sub-accounts, one per client, with
white-labeled automations tailored to their business
- Real estate clients: pair GHL with an IDX solution (IDX Broker,
RealtyCandy, or similar) so live listings show on their site
- Hospitality clients: reservation/waitlist follow-up, review requests,
loyalty and event promotion sequences
- Lodging clients: booking/channel manager integration (Cloudbeds, Mews,
or similar), pre-arrival and post-stay guest messaging, review
requests across Google, TripAdvisor, and Booking.com
- Build the daily/weekly owner briefing: a short, plain-English summary
of what happened and what needs attention, not just a raw activity log
- Extend or troubleshoot existing automations as new clients come on

What I need from you:
- Real GoHighLevel experience, ideally with real estate, hospitality, or
lodging clients specifically, not just generic marketing automation
- Comfortable using AI/LLM tools to generate simple summaries or reports
on top of CRM data, not just rules-based automation
- Comfortable working from a short written brief, async, with a
non-technical founder
- Versatility over narrow specialization, and genuine interest in
growing into new verticals (home services/HVAC is next) as this
practice expands, rather than a fixed one-off scope

To start: a small paid trial project, one client build, before any
ongoing retainer.

In your reply: (1) an example of a GoHighLevel build you've done for a
real estate, hospitality, or lodging client, (2) which of those
verticals you have the deepest experience in, (3) your rate and
availability.

Marketing/CRM automation platform fluency — genuinely understands how these systems work (GoHighLevel, HubSpot, ActiveCampaign, Zapier/Make), not locked to having used one specific one before
LLM/AI API integration — comfortable calling and prompting AI models to generate summaries, drafts, and responses, this is what builds the chief-of-staff briefing
Conversational AI / voice-agent setup — configuring AI to handle calls, texts, and chat naturally, not just scripted responses
Workflow automation logic — can build trigger-based, multi-step automations in any tool, the underlying logic transfers regardless of platform
API/webhook integration — connects disparate systems (calendars, CRMs, booking platforms, review sites) even without a pre-built connector
Light scripting (Python or JavaScript) — for anything the point-and-click tools can't do natively
Prompt engineering — writes and tunes the actual prompts that drive the AI's tone, accuracy, and judgment on a given client's behalf
Data summarization/reporting — turns raw activity data into a clear, plain-English briefing, not just a dashboard dump
Per-client configuration and judgment — adapts one underlying system to each business's specific rules, tone, and edge cases, this is the actual versatility
Plain-English communication — explains tradeoffs clearly to a non-technical founder and, indirectly, to non-technical client business owners

We're looking for an experienced ComfyUI expert to help us build a reliable, reusable RunPod template for ComfyUI.

The goal of this project is to create a production-ready environment that can be deployed quickly on RunPod. This includes installing and configuring ComfyUI, required custom nodes, Python dependencies, system libraries, model directories, and startup scripts so the environment is stable, reproducible, and easy to maintain.

The ideal candidate is comfortable troubleshooting dependency conflicts, resolving installation issues, and optimizing ComfyUI deployments on cloud GPU environments.

Scope
- Create a reusable RunPod template for ComfyUI.
- Install and configure all required dependencies.
- Configure custom nodes and package management.
- Optimize startup time and overall stability.
- Verify that the template works correctly with supplied ComfyUI workflows.
- Document the setup process and any required configuration.

Requirements
- At least 1 year of experience with ComfyUI.
- Experience deploying ComfyUI on RunPod or similar cloud GPU providers.
- Strong understanding of custom nodes, Python environments, CUDA dependencies, and troubleshooting.
- Available for voice/video calls for communication and progress updates.

We're looking to hire ASAP, with the potential for a long-term partnership on additional AI infrastructure and workflow automation projects.

IMPORTANT
Please skip generic introductions or AI-generated proposals.

When applying, please include:
- How long you've worked with ComfyUI.
- Your experience deploying ComfyUI in cloud environments.
- Examples of similar infrastructure or deployment projects.
- Any experience building reusable deployment templates.

Thank you - we look forward to working with you!

• Describe your recent experience with similar projects

AI Automation Consultant (OpenClaw & Business Automation) | Audit & Roadmap

About Us:
Mellows is Australia's original calm drink.

We're a fast-growing functional beverage company supplying premium retailers, hospitality venues, wellness businesses and customers throughout Australia.

As we continue to grow, we're looking to leverage AI to automate repetitive tasks, improve efficiency and help our small team focus on growing the business.

We've already installed OpenClaw on a dedicated office computer. The installation is largely complete, however we're looking for an experienced AI automation specialist to review our setup and help us determine the best way to use it within our business.

This initial project is intended to lead into an ongoing relationship for the right person.

The Project:

This is NOT simply an OpenClaw installation project.

We're looking for someone who can think like an AI consultant and business automation specialist.

Your role will be to understand how our business operates, review our current OpenClaw setup and identify where AI can create the biggest impact.

At the end of this project we'd like a practical roadmap showing us exactly what we should automate first and why.

About Our Business:

Our business currently uses:

Shopify
Close CRM
Google Workspace
Gmail
Google Drive
OpenClaw
Klaviyo
Various AI tools including ChatGPT

We have both Direct-to-Consumer (DTC) and Wholesale customers.

As a small team, many processes are still handled manually.

Our goal is to use AI to reduce repetitive work while improving customer experience, sales and operational efficiency.

What We'd Like You To Review:

Please review our business and recommend opportunities to automate tasks across areas such as:

Customer Service

How could AI help us:

Respond to Shopify customer enquiries
Answer product questions
Track orders
Handle FAQs
Draft customer emails
Escalate complex issues
Subscription Growth (One of our highest priorities)

We would like AI to help increase our monthly recurring subscription revenue.

For example:

Identify customers who regularly reorder
Identify customers likely to subscribe
Recommend the best timing for subscription offers
Draft personalised subscription emails
Suggest retention campaigns
Identify customers at risk of cancelling
Recommend upsell opportunities

We're particularly interested in ideas that can increase recurring revenue.

Wholesale Sales

How could AI help:

Find new retailers
Research distributors
Build lead lists
Find buyers and decision makers
Research businesses
Prepare CRM records
Draft outreach emails
Schedule follow-ups
CEO & Operations Support
Manage ongoing orders
Follow up reoccurring orders

How could AI assist with:

Task management
Goal tracking
Weekly planning
Project management
Meeting summaries
KPI reporting
Production schedules
Supplier reminders
Inventory monitoring
Weekly CEO reports
Documentation

How could AI help:

Create SOPs
Document business processes
Build training manuals
Organise internal knowledge
Deliverables

At the completion of this project we'd like:

1. OpenClaw Review
Review our existing setup
Identify improvements
Recommend best practices
Identify any issues

2. AI Opportunity Report

Please identify approximately 20 automation opportunities within our business.

For each recommendation include:

Description
Expected business benefit
Estimated implementation difficulty (Low / Medium / High)
Estimated business impact (Low / Medium / High)
Any recommended software or integrations

3. Priority Roadmap

Recommend the Top 5 automations you believe we should implement first.

Explain:

Why these should be prioritised
Expected ROI
Estimated implementation effort
Recommended implementation order

4. Future Recommendations

Tell us:

"If this were your business, what would you build over the next 12 months?"

We're looking for ideas we may not have considered.

Skills We're Looking For

Ideally you'll have experience with:

AI Agents
OpenClaw (or similar AI agent platforms)
MCP
OpenAI
Claude
Python
Docker
API integrations
Workflow automation
Shopify
CRM integrations
Google Workspace
Prompt engineering
Business process automation

Experience with OpenClaw is desirable but not essential if you have built similar AI agent or automation systems.

If we're a good fit, we'd like to continue working together on implementing the roadmap over time.

To Apply:

Please answer the following:

Tell us about similar AI automation projects you've completed.
Have you worked with OpenClaw or similar AI agent platforms?
If not OpenClaw, which AI agent frameworks have you used?
What business automation project are you most proud of?
If you joined this project, what are the first three things you would review?
What are the biggest mistakes businesses make when implementing AI?
Based on this job description, what are the first five automations you think Mellows should build?

• Tell us about the most similar AI automation project you've completed. What problem were you solving, what technologies did you use, and what was the outcome?
• We already have OpenClaw installed on a dedicated office computer. If you were given 5–10 hours to review our setup and improve our business using AI, what would be the first three things you would do?
• Which AI platforms, frameworks or tools have you worked with? (For example: OpenClaw, LangChain, CrewAI, n8n, Make.com, OpenAI API, Claude API, MCP, Docker, etc.)
• Our goal is to automate repetitive tasks across customer service, Shopify, sales, CRM, reporting and operations. Which of these areas do you believe would provide the quickest return on investment, and why?
• Please provide links to your GitHub, portfolio, case studies or examples of AI automations you've built. If you can't share client work, describe one project in detail.

I need an experienced hand to stand up a fully working Codex project that runs an agentic coding loop on top of ChatGPT 5.6. The outcome I’m after is a repeatable template where the model knows exactly when to call Sol, Terra and Luna, and the underlying resource allocation logic is clean and obvious.

Here is what success looks like to me:
• a fresh Codex workspace already wired to GPT 5.6 and able to compile and run sample tasks end-to-end;
• clear routing rules or prompts that tell the agent when to invoke Sol, Terra or Luna, demonstrated with at least one live coding example for each;
• concise notes inside the repo explaining how resources are split, so future contributors instantly see the allocation strategy.

You’ll jump on a screenshare, walk me through the setup in real time, and leave me with the repo plus the walkthrough recording. I only want to work with someone who has built this kind of flow at least five times before, so please mention one concrete project where you’ve done it.

The session is short, so come prepared with any scripts, extensions or CLI helpers you normally use; I’ll have an empty environment ready for you.

This is for 1hr weekly, 10$/hr, first week setup, after that i will send you requests when help is needed. All done through screenshare (meet)

Skills: ChatGPT, AI Consulting, AI Model Integration, AI Development, AI Agents, Codex

About K9 Genius

K9 Genius is building a suite of products for dog owners and professional dog trainers: a consumer mobile app, a full LMS (learning management system), an admin backend, and — down the road — a SaaS platform for K9 Genius Certified Dog Trainers.

We're looking for a hands-on technical lead to own this ecosystem. You'll start as our lead developer, and as we grow, you'll help hire and lead additional developers on the team. This is a long-term seat at the table, not a one-off gig.

What You'll Own


K9 Genius consumer app — our flagship mobile product
LMS build — courses, progress tracking, and certification for dog owners and trainers
Admin backend — the operations layer that runs it all
Future SaaS platform — tools for our certified trainer network


Required Skills


Next.js — deep, production-level experience
FlutterFlow — comfortable building and maintaining real apps with it
Firebase — auth, Firestore, functions, the full stack
Cloud computing — architecture, deployment, scaling
Excellent communication — you'll work directly with the founder and team, so clear, proactive communication is non-negotiable


Our Philosophy on AI

We're an AI-first team and we want you using modern AI tooling to move fast. But — and this matters — we're looking for someone with deep, real development experience who uses AI to amplify solid engineering, not replace it. If your workflow produces AI slop, this isn't the role. If you're a strong engineer who ships faster because of AI, you'll fit right in.

Who You Are


A senior developer ready to step into a team lead / CTO-track role
Available 40 hrs/week, with capacity for more when needed
Excited to help hire and mentor developers as we scale
Looking for a long-term home, not your next short contract


To Apply

Tell us about the most complex product you've built end-to-end (stack, your role, what shipped), and how you use AI in your development workflow today.

We're moving fast — the project kicks off in the next few days.

We are developing a suite of AI agents for 3D modeling, interior design, architecture, and procurement.

These agents power customer-facing experiences while also interacting with our internal systems and automating the workflows behind that experience. The work is not a generic chatbot project. We need agents that can reason over product data, call tools, coordinate across services, retain shared memory, and produce reliable outputs that can be used in production workflows.

This is an existing product and codebase. You will work with our team to design, implement, test, and improve agents that are useful, observable, and safe to deploy.

Scope of Work
You will help build and improve agents that interact with our product, design, and project systems.

The initial areas include:
- SKU ingestion agent: gathers and validates data for new products in our system, enriches SKU attributes, identifies missing information, and prepares product records for downstream use.
- Design agent: selects products based on a user's input, room context, design preferences, constraints, and available catalog data.
- Project agent: keeps users informed via text or voice, tracks scope and budget, coordinates project status, and supports procurement workflows.

The work will include:
- Designing workflows, tools, prompts, state, and evals.
- Implementing APIs, databases, and customer-facing surfaces.
- Building reliable tool-calling, retries, and handoffs.
- Improving product-data quality, normalization, and retrieval.
- Shipping production code, tests, logging, and docs.
- Measuring behavior with evals, traces, and regressions.

Technical Expectations
We expect this work to involve using TypeScript, Python, and Mastra to create backend services, customer-facing applications, and data systems. You should be comfortable working across application code, agent orchestration, APIs, and databases.

Qualifications
- Strong full-stack engineering background with production systems experience.
- Experience building AI agents, tool-using LLMs, or workflow automation systems.
- Strong TypeScript experience, ideally including agent frameworks such as Mastra.
- Python experience for data processing, service integration, or model-adjacent workflows.
- Experience integrating LLMs with real databases, APIs, queues, customer-facing workflows, or internal tools.
- Comfort with structured product data, catalogs, SKUs, variants, and data quality.
- Ability to design evals, trace behavior, debug failures, and improve reliability over time.
- Good judgment around human-in-the-loop workflows, guardrails, and permissions.
- Clear written communication and ability to explain tradeoffs and decisions.
- AWS, PostgreSQL, and voice/SMS integration experience are nice to have.

I have a Google sheets that our team uses for task/project management. We are a Solidworks CAD services providing company. The Gsheet works but doesn't have a UI and is limited in further development.
I want to create a web app that the team can use that essentially builds upon the existing Google sheet architecture.

NOTE: Experience with Project Management is highly preferred since this will be a Project management tool.
NOTE: Please include the cost of AMC in your proposal. The scope of the AMC will be further development. Fixing bugs will need to be FOC.

• Do you have any experience with Project or Task management softwares and how will you use that experience to develop this web app
• Describe your approach to testing and improving QA
• Describe your recent experience with similar projects

We are looking for an experienced developer to refine and improve the AI assistant in our internal CRM system. This is not development from scratch — the core functionality is already implemented and working. Your task will be to analyze the current implementation, fix existing issues, and propose quality improvements. This is a project with potential for long-term collaboration.
We are looking for a developer who is ready to dedicate at least 10 hours per week to this project.

About the system:
We are building a CRM system based on Supabase (relational database) with a React frontend and a Node.js backend. The system allows users to create their own tables, add fields, and configure relationships using rollups and lookups. Currently, the system contains 10+ objects with real data.
Important: the database is shared between two products — the CRM system and a mobile app. The app uses the same database to search for relevant answers to user queries, so the AI assistant must work correctly in both contexts.

The AI assistant already understands natural language queries (in Ukrainian) and performs data analytics through SQL generation. Good examples of what we're aiming for: https://crm.lightfield.app/ and https://attio.com/

Technology stack:
Frontend: React
Backend: Node.js
Database: Supabase (PostgreSQL)
Hosting: Vercel
Architecture highlights: dynamic database structure (users create their own tables and fields), relationships between tables via rollups and lookups, automatic Supabase schema introspection, use of metadata (object and attribute descriptions) as AI context, shared database for both CRM and mobile app.

Current issues to solve:
High token consumption per query — context delivery needs optimization (schema, metadata, knowledge base)
Inaccurate AI responses on some queries — response quality and consistency need improvement
Overall — audit the current implementation, discuss bottlenecks with us, and propose concrete improvements (prompting, caching, context structure, model selection, function calling, etc.)

Scope of work:
Audit of the current AI assistant architecture and system prompt
Token consumption optimization (reducing context without losing quality)
Improving the accuracy of SQL generation and natural language responses
Ensuring the AI search works correctly in both the CRM and the mobile app
Supporting automatic scaling — the system must work correctly with new tables and fields created by users
SQL validation & security (SELECT whitelist, blocking DROP/DELETE)
Proposing and implementing architectural improvements

Requirements:
Experience working with LLM APIs (OpenAI, Claude, Gemini, etc.)
Strong SQL (PostgreSQL) skills and experience with dynamic query generation
Experience with Supabase or similar BaaS platforms
Node.js / JavaScript (backend)
Understanding of Function Calling principles and AI-driven workflows
Experience with token/context optimization for LLMs is a big plus
Availability of at least 10 hours per week

Building multiple Apps/Softwares. More interested in training models for specific use cases for Ai. I need someone that can help create structured data sets & also help fine tune my own models based on real data etc.. I have a compliant way for people to work with me, since I’m in such privatized industries. What all can you do with this?

Also, I have a current software I’m trying to build for handling construction Drawings like BluePrints etc, I will need some ideas on that.

Also, I need to build custom automated AI workflows for medical companies that I currently own and work with

I am looking for a professional who can help our small business automate our operations as well as make use of the availability of Ai agents to scale up our sales operations

The profile for full stack developer for an EPD:
Frontend: ReactJS.
Backend/CMS: Strapi.
Claude Code / vibe coding tools.
AWS.
DevOps. Pipelines voor deployment of diffrent codebases.
Generative AI. self-hosted en API-based LLMs.

I've mapped out an AI workflow but would like an experienced Claude Code user to review it before I start building.
I'm looking for feedback on the architecture, prompt flow, MCP usage, integrations, and any improvements that could save time later.
This is a quick review project with potential for ongoing work.

⛔ READ THIS BEFORE YOU APPLY

Do not apply if you cannot create (Or have created) 20 AI agents that a local, e-commerce, or consulting business should be running TODAY.
and your can easily build them yourself in Activepieces or n8n.

If YOU NEED us to hand you a spec and tell you what to build, this role is not for you.

We are hiring a brilliant AI Automation and Agentic agent expert that can create templates to install inside a business that run 24/7 and save money and time.

❌NO Generic responses ... you must answer all 3 questions below. And "I can do this, let's chat" messages will be ignored.

✅If your still reading and still confident? Good. Keep going.

🔹 WHAT WE ARE BUILDING

We create installable AI automation templates that drop into a real business and immediately start saving it time and money — for local service businesses, e-commerce stores, and consulting firms.

Think AI receptionists, instant lead-response systems, review and reputation engines, order and support flows, and back-office automations. We build on top of Activepieces or n8n.

🔹 WHO WE ARE LOOKING FOR

YOU NEED TO BE A RARE HYBRID.

You need to be an expert in part automation builder, and part business consultant.

Someone who has actually sat with business owners, understood how their business makes money, and then built the automations that kill the busywork and row their business or save time.

You must:

✅ Already know what the market needs — which automations move the needle for which type of business

✅ Build end to end in Activepieces and/or n8n with zero hand-holding

✅ Think in outcomes — time saved and revenue captured — not just "workflows"

✅ Be fully self-managed and self-motivated — you drive the work, we do not babysit

✅ Be a practical and creative problem-solver who spots the automation everyone else misses

🔹 WHO THIS IS NOT FOR
Developers who need a detailed brief before they can move
Order-takers waiting to be told what to build
Anyone who has never spoken to a business owner about their operations

🔹 HOW TO APPLY

Complete all three steps below. Incomplete or generic applications will be rejected without a reply.

Step 1️⃣ To start, you will build 20 automations to install in a local business.

Please tell us the 1st TWO automations you would build, and explain why those two come first.

Step 2️⃣ Send a link or screenshot to a real AI automation that has saved a business serious time and money.

Then ell us how much time and money you estimate it saves that business per month or per year, and how you arrived at that number.

Step 3️⃣ Confirm that you understand this is not a pure developer role!

In your own words, tell us why so many businesses fail to install the right AI automations and in 1-2 sentences tell us why your the perfect fit to build these n8n automations?

This project is open now and we can hire you tomorrow if your a good fit.

We look forward to hearing from you!

We are seeking a hands-on AI systems expert to help us establish, secure, and scale our internal AI capability. The role involves both technical implementation and advisory responsibilities, with the expectation of staying on as a trusted advisor. The ideal candidate will have a strong background in AI systems and be able to provide strategic guidance.

• Describe your recent experience with similar projects
• Please list any certifications related to this project

We are seeking a full software developer team to build a fully custom CRM and Phone System from scratch. The ideal team will have experience in CRM development and phone system integration, with a strong understanding of customer relationship management. The project requires both front-end and back-end development skills to ensure a seamless user experience. If you have a proven track record in similar projects, we would love to hear from you!

I need a setup done with an AI on a VPS. the ai need to be completely with no censoring or any other kind of moderation. You need to help me setup all of this including renting a vps to run this.

Skills: Cloud Computing, VPS, AI (Artificial Intelligence) HW/SW, AI Consulting, AI Chatbot Development, AI Model Development, AI Model Integration, AI Development

We have an existing AI automation workflow built with **n8n**, **Claude MCP**, and **GoHighLevel** that pulls leads and contact details into our CRM. Most of the workflow is already in place, but a few integrations need to be fixed and optimized. We're looking for someone who can debug the existing workflow, resolve API and webhook issues, ensure data syncs correctly between all systems, and verify the complete end-to-end automation works reliably.

We are seeking a skilled developer to create a web app for auto repairing with 5 static pages. The app should be built using ReactJS and include API connectivity for seamless data exchange. The ideal candidate will have experience in developing user-friendly interfaces and ensuring smooth API integration. This project requires attention to detail and the ability to deliver a high-quality application.

I run all front-end prospect conversations through Claude and now I want every build a clean, permission-based email list while also capturing phone numbers for future SMS outreach.

Here’s what I need from you:

• Configure Claude’s prompt flow so it naturally asks for — and stores — the lead’s name, email address, and phone number without breaking conversational tone.
• Connect Claude to Constant Contact via API or webhook, making sure new leads drop straight into the right list with the correct field mapping.
• Put safeguards in place to avoid duplicates and flag obviously fake data.
• Provide a short Loom or screen-share walkthrough showing the setup and a live test from chat to list entry.

Acceptance criteria
1. A test lead chatted through Claude appears in my designated Constant Contact list within 60 seconds.
2. The contact record shows first name, last name (if provided), email, and phone in their proper fields.
3. No duplicate is created when the same email is submitted twice.

You can use whatever middleware you prefer—Zapier, Make, custom script—as long as the hand-off is reliable and documented. Let me know your approach and estimated turnaround; I’m ready to start immediately.

Skills: Lead Generation, Automation, Chatbot, API Integration, ChatGPT, AI Chatbot Development, AI Writing, AI Model Integration, AI Development, Claude (Anthropic)

Project Lead – AI Training Program | J-PAL South Asia
Organization: J-PAL South Asia
Country: India
Start Date (Earliest): ASAP
Salary range: 70-90K a month
Length of Commitment: Less than one year (consultant contract)
PIs- Supreet Kaur, Namrata Kala, and Aparajit Mahajan
The Abdul Latif Jameel Poverty Action Lab (J-PAL) J-PAL was established in 2003 as a research center at the Economics Department at MIT. Since then, it has grown into a global network of researchers who use randomized evaluations to answer critical policy questions in the fight against poverty. J-PAL is propelled by a first-rate team dedicated to research, policy, training, and other vital work, supporting J-PAL's mission to reduce poverty by ensuring that policy is informed by scientific evidence.
J-PAL South Asia, which is based at the Institute for Financial Management and Research (IFMR) in India, analyses and disseminates research results and builds partnerships with policymakers to ensure that policy is driven by evidence, and that programs proven effective are scaled up.
Location: Punjab, India
About the position
The project seeks a qualified applicant for the position of Project Lead – AI Training ProgramComputer Science Instructor to deliver an AI-focused training program aimed at improving university students' technical, digital, and workplace readiness skills.
The Instructor will play a central role in delivering the curriculum through engaging classroom sessions, facilitating hands-on learning activities, mentoring students throughout the program, and supporting their overall learning journey. Working closely with the Principal Investigators, researchers, and implementation team, the Instructor will also contribute to refining learning materials, monitoring student progress, and supporting the implementation and evaluation of the pilot.
This position offers a unique opportunity to work at the intersection of artificial intelligence, education, and applied research while helping shape innovative approaches to AI education for university students in Punjab.
Project Description:
The Project is piloting an AI-focused training program designed to help university students develop practical AI, digital, and workplace skills that are increasingly valued in the labor market. The project combines technical training with AI-enabled learning tools to support student skill development, engagement, and assessment. Through this pilot, the team aims to generate insights on effective approaches to AI training and identify scalable models for preparing students for future employment opportunities.
Roles and Responsibilities:
The Instructor will work closely with academic researchers and the implementation team to perform a variety of tasks including, but not limited to:

Teaching and Facilitation
Deliver instructor-led sessions based on the AI training curriculum.
Facilitate engaging classroom discussions, demonstrations, and hands-on coding activities.
Guide students through practical assignments, projects, and AI tools.
Explain technical concepts in an accessible manner for students with diverse technical backgrounds.
Mentor students throughout the training program and provide academic support when required.
Encourage active participation and foster a collaborative learning environment.
Conduct revision sessions, quizzes, and classroom activities to reinforce learning.
Monitor student attendance, participation, assignment completion, and overall engagement.
Provide timely feedback to students on their learning progress and performance.
Adapt teaching methods based on classroom needs and student feedback.
Curriculum and Technical Support
Review and provide technical inputs on the AI curriculum and learning materials.
Set up, customize, and manage AI-based tools used during the training program.
Build or adapt simple AI-enabled applications, dashboards, and workflows to support student learning.
Develop and maintain communication practice bots, assessment tools, and other learning-support applications.
Assist in designing systems for tracking student engagement, learning progress, and outcomes.
Support pilot testing, troubleshoot technical issues, and continuously improve learning resources.
Desired Qualifications and Experience:
Master's degree in Computer Science, Artificial Intelligence, Data Science, Software Engineering, or a related field.
Prior experience teaching, training, mentoring, or facilitating technical courses, workshops, or bootcamps is preferred.
Strong familiarity with Large Language Models (LLMs) and AI tools.
Experience with Python and modern software development practices.
Experience working with APIs and integrating AI services into applications.
Familiarity with data analysis and visualization tools.
Experience building web applications, dashboards, chatbots, or automation workflows is preferred.
Strong presentation, classroom management, and communication skills.
Ability to explain technical concepts clearly to students with varying levels of technical knowledge.
Ability to independently manage classroom activities and solve technical problems in dynamic environments.
Strong organizational skills and attention to detail.
Interest in education, technology, and applied research.
Preferred Skills
Experience of vibe coding withwith OpenAI, Anthropic, Gemini, or similar AI platforms.
Familiarity with prompt engineering and AI evaluation methods.
Experience using Git/GitHub and collaborative software development workflows.
Knowledge of database management and cloud-based deployment tools.
Experience delivering instructor-led technical training or coding workshops.
Familiarity with project-based learning and active teaching methodologies.
Prior experience supporting educational technology initiatives or research projects is an advantage.
What the Role Offers
Opportunity to teach and mentor university students in cutting-edge AI technologies.
Opportunity to work with researchers and practitioners on an innovative AI training initiative.
Hands-on experience delivering AI-focused technical training and deploying AI-enabled learning tools.
Exposure to applied research, program implementation, and technology-for-education projects.
Opportunity to contribute to scalable solutions that support student skill development and employability.
Collaborative work environment with researchers, educators, and technology professionals.
Opportunity to shape and improve AI education models for higher education institutions in India.

• Can you be based in Ludhiana for the next 6 months?

I need an on-demand AI-powered document review feature added to my existing Laravel CRM.
Core Requirement:
Users should be able to click “Review with AI” on a case. The system analyses uploaded documents (PDFs, DOCX, scanned images like passports & IDs), detects inconsistencies with previously submitted data, and generates a clear report.
Key Features:

Support for PDFs, DOCX, and scanned image PDFs
Basic OCR for scanned documents (passports, IDs, etc.)
Detect cross-document mismatches, timeline gaps, missing evidence, and red flags
Queue the job, show results as a structured report in the case view
Save report and logs to the case record

Not Required for MVP (Out of Scope):

Automatic review on file upload
Continuous monitoring
Advanced / high-accuracy OCR (basic text extraction is enough)
Inline document highlighting
Complex dashboard or analytics
Full automation or AI decision-making
Docker setup for OCR (unless quoted separately)
GitHub Actions / advanced CI


Deliverables
Working Review with AI button
AI review service/controller in Laravel
Report saved to the case/matter record
Basic prompt for AI document review
Basic error handling
Short setup notes

Tech Stack: Existing Laravel 10 CRM with MySQL. The developer can use OpenAI, Claude/Anthropic, or another suitable AI API. Please recommend the simplest and most cost-effective integration. OCR/scanned document support is not required for the MVP and should be quoted separately.

Skills: PHP, Software Architecture, MySQL, OCR, Laravel, API, AI Model Integration, AI Development