Optimize Data Entry Projects with Vollna

We need a dependable, detail‑focused person to handle basic data entry for our team from home. Part‑time, flexible hours—ideal for beginners who want to learn and earn money to be their boss.


Here are a few details about the job:
• Type of work: proofreading/editing/data entry
• Expected workload: 113 pages.
• Deadline [1-2days]
• Payment: [ fixed]
• Requirements: attention to detail, ability to follow instructions, good communication]


Skills

- ability to work independently
- good communication skills
- dedication to work
- attention to details
Expertise

- data enter
- proofreader

Size

- small
- within 24-48 hours

We are seeking assistance with manual data entry to compile lead generation information for Singapore schools and tuition centers.

Our startup is focused on educational AI, and we need someone with strong data entry skills to help us manage this project efficiently.

The role involves:

Visiting the official websites of school and tuition centres.
Finding relevant contact information (e.g. Principals, English HODs)
Entering the information into a structured spreadsheet
Including source URLs for verification

Requirements:

Strong attention to detail
Experience with online research and data entry
Ability to work independently and accurately
Good written English

Important:

Information must be obtained from official public sources
Please do not use AI-generated (due to hallucinations), or guessed contact information
Accuracy is more important than speed

This is a trial project covering approximately 50 Singapore schools. If performance and accuracy are good, the project may be expanded into a larger ongoing engagement.

Budget: USD $30 for the initial trial project.

• How do you handle sensitive information or records?
• How do you ensure accuracy while typing?

Hi there, going to start a youtube channel, need assistant for the same, more detailed will be shared with the right candidates.

Skills: Data Entry, Virtual Assistant, YouTube, Videography, Instagram

I need a detail-oriented freelancer who can take information from designated online sources and transfer it accurately into a series of application forms. All forms are web-based; no scanning or manual data decoding is required—just careful reading, copying, and structured entry.

You will receive:
• URLs for each source page containing the data.
• A direct link to the corresponding application form.
• Clear field-by-field instructions for any formatting quirks (e.g., date style, character limits).

Your task is to:
1. Extract the required details from the given webpages.
2. Paste or type them into the correct fields of the application form without altering meaning or spelling.
3. Double-check each submission for completeness before moving on.

Accuracy is essential; every field filled correctly on the first pass means faster approval on my end. The project suits someone comfortable working across multiple browser tabs and following consistent data standards.

Skills: PHP, JavaScript, Data Processing, Data Entry, Excel, Web Scraping, Time Management, Data Extraction, Documentation, Data Management

We are looking for an experienced Flutter Developer to build a cross-platform mobile application (iOS & Android) designed to streamline operations for two interconnected businesses: a heavy equipment/dump truck hauling company and an accredited CDL training academy.
The ideal candidate has strong expertise in Flutter, Dart, and Firebase or Supabase backend development, with a proven track record of delivering clean, functional MVPs.
The app requires a Dual-Portal System with specific functionalities based on user login roles:
1. The Driver & Fleet Portal (Logistics Management)
• Time Clocking: Secure login for drivers with basic GPS geofencing capabilities to verify on-site clock-ins/outs.
• Mileage & Trip Logs: Simple data entry for drivers to submit daily start/end odometer readings and fuel consumption.
• Digital Work Orders: A quick-submission form allowing drivers to log maintenance issues (e.g., hydraulic leaks, equipment issues), write descriptions, and upload photos of parts needing repair.
2. The Student Portal (Academy CRM & Onboarding)
• Digital Onboarding: Registration intake forms for new students to enter personal and permit information.
• Secure Document Upload: A secure vault for students to upload high-quality photos/scans of their Driver’s Licenses, DOT Medical Cards, and Commercial Permits.
• E-Signatures: Integration with an e-signature API (e.g., DocuSign or PandaDoc) to allow students to legally sign training contracts and enrollment agreements directly inside the app.
3. Admin Dashboard
• A centralized backend dashboard for management to view fleet maintenance alerts, export driver hours for payroll (CSV), and review/approve student documentation for federal compliance submission.
Required Skills & Qualifications
• Proven experience building cross-platform apps using Flutter & Dart.
• Experience setting up secure cloud storage and databases via Firebase or Supabase.
• Familiarity with implementing GPS/Location Services and Camera API integrations (for photo uploads).
• Experience with third-party API integrations (specifically for digital signatures).
• Strong focus on intuitive, high-contrast UI/UX design (the driver portal must be simple enough to use easily in the field).

I need a detail-oriented freelancer who can take information from designated online sources and transfer it accurately into a series of application forms. All forms are web-based; no scanning or manual data decoding is required—just careful reading, copying, and structured entry.

You will receive:
• URLs for each source page containing the data.
• A direct link to the corresponding application form.
• Clear field-by-field instructions for any formatting quirks (e.g., date style, character limits).

Your task is to:
1. Extract the required details from the given webpages.
2. Paste or type them into the correct fields of the application form without altering meaning or spelling.
3. Double-check each submission for completeness before moving on.

Accuracy is essential; every field filled correctly on the first pass means faster approval on my end. The project suits someone comfortable working across multiple browser tabs and following consistent data standards.

Skills: JavaScript, Data Processing, Data Entry, Excel, Web Scraping, Data Extraction

We are looking for a reliable and detail-oriented Data Entry Operator to enter information into our mobile/web application. This is a simple and straightforward task that requires basic computer skills and accuracy.

A short training session will be provided to explain the process, so no advanced experience is required.

Responsibilities:

* Enter data accurately into our application
* Follow the instructions provided during the training session
* Review entered data for errors or missing information
* 4 Hours a day

Requirements:

* Basic computer and internet skills
* Good attention to detail
* Ability to follow instructions carefully
* Previous data entry experience is a plus, but not required

Project Details:

* Initial training session will be provided
* Ongoing work may be available for the right candidate
* Flexible working hours
* Remote position

To Apply:
Please send a brief message about your experience with data entry and your availability to start.

I have a set of documents that need to be re-typed into clean, plain-text PDFs. No tables, graphics, or fancy styles are involved—just straightforward text, so accuracy and consistency matter most. A typing pace of around 30 words per minute is all that’s required; I care far more about error-free copy than racing through the pages.

You’ll receive the source material digitally and may draft in Word, Google Docs, or any editor you prefer, provided the final hand-off is a properly formatted PDF that mirrors the original wording exactly.

Deliverables
• One proofread PDF for each source file (plain text only)
• Optional editable file if you already have it open in Word or similar

Let me know how soon you can start and your estimated turnaround once the files are in hand so we can schedule the batches efficiently.

Skills: Data Entry, Proofreading, Editing, PDF, Adobe InDesign, Word, Word Processing, Typing

Hi!

Unfortunately, the WPML translations are not sufficient for my content.

I am looking for someone experienced with WordPress who can copy the English content from my website, translate it into German using **ChatGPT with a provided translation prompt**, and paste the translated content into the existing German layout/pages in WordPress.

The project needs to be completed **as soon as possible**.

Scope: **approximately 120 posts/pages**

Requirements:

* WordPress experience
* Ability to use ChatGPT and follow a provided prompt carefully
* Very good attention to detail
* Ability to preserve the existing page layout and formatting
* Careful handling of headings, links, image captions, FAQs, buttons, and on-page structure
* Ability to check that no content is missing after pasting
* Fast availability

No professional translation skills are required. However, the person must be reliable, detail-oriented, and able to follow instructions exactly.

Please only apply if you can start immediately and are comfortable working with WordPress and ChatGPT.

I am looking for someone experienced with Google Sheets and Google Drive organization to help me set up a simple workflow system for my virtual assistant.
I work in industrial/commercial service sales and need a master tracker to manage active jobs, quotes, customer follow-ups, vendor follow-ups, inspection requests, task lists, and contacts.
This system will be used across three entities: EESCO, WINK, and Eastern.
I need help setting up:
A Google Sheets Master Tracker
Dropdowns, filters, and clean formatting
A simple Google Drive folder structure
A Start Here / Instructions tab for the VA
A system that is easy to update daily
The Google Sheet should include tabs for:
Active WIP
Task List
Follow-Up Calendar
Marcus Inspection Tracker
Customer List
Vendor List
VA Daily Report
Dropdown Lists
Start Here / Instructions
Folder Setup
The sheet should have simple dropdowns for Entity, Priority, Status, Owner, Work Type, Quote Status, and PO Status.
The Google Drive structure should be organized by customer/job and should make it easy to store customer emails, photos, vendor quotes, tech notes, quote drafts, approved quotes, purchase orders, and closeout notes.
I do not want an overly complicated dashboard or automation-heavy system right now. I need the first version to be simple, clean, easy to filter, and easy for a VA to maintain.
Please do not add scripts, complicated formulas, apps, or automations unless discussed first.
I am looking for someone organized, detail-oriented, strong with Google Sheets, and able to communicate clearly.
Please include examples of similar Google Sheets trackers or workflow systems you have built.
Thank you.

• Have you built Google Sheets trackers for project management, operations, sales, or virtual assistant workflows before? Please give an example.
• Can you build dropdowns, filters, protected tabs, and simple instructions inside a Google Sheet? Are you available to start immediately and help get a working version set up quickly?
• Are you available to start immediately and help get a working version set up quickly?

**Administrative Assistant – Construction Company (Remote)**

Acorn Construction Ltd is a growing wood frame construction company based in Alberta, Canada. We frame residential and commercial projects and are looking for a sharp, organized administrative assistant to support our office operations on an ongoing basis.

**About the Role**
This is a remote, part-time position to start with potential to grow. You'll be working directly with the owner to keep the business running smoothly behind the scenes — handling invoicing, setting up projects, managing documents, and keeping office-to-field communication organized.

**What You'll Be Doing**
- Invoicing clients and tracking accounts receivable
- Setting up new projects in Google Drive (folder structure, documents, tracking sheets)
- Managing and organizing incoming reports from the field (we use a custom web app)
- Drafting and sending communications between the office and job sites
- Building and improving office systems and workflows
- General admin tasks as needed

**What We Use**
- Google Workspace (Drive, Gmail, Docs, Sheets)
- Custom field reporting app (we'll train you)
- Email-based field reports from crew leads and superintendents

**You're a Good Fit If You:**
- Are highly organized and proactive — you spot problems before they become issues
- Have experience supporting a trades, construction, or field-based business
- Know Google Workspace well
- Communicate clearly in writing
- Can work independently with minimal supervision
- Are based in Canada or a compatible North American time zone

**To Apply**
Please include a brief note on any experience you have supporting construction or trades businesses, and one example of a system or process you set up that made someone's work easier.

**Hours:** 10–20 hrs/week to start
**Rate:** Open to proposals — please include your hourly rate

I need a detail-oriented freelancer who can take information from designated online sources and transfer it accurately into a series of application forms. All forms are web-based; no scanning or manual data decoding is required—just careful reading, copying, and structured entry.

You will receive:
• URLs for each source page containing the data.
• A direct link to the corresponding application form.
• Clear field-by-field instructions for any formatting quirks (e.g., date style, character limits).

Your task is to:
1. Extract the required details from the given webpages.
2. Paste or type them into the correct fields of the application form without altering meaning or spelling.
3. Double-check each submission for completeness before moving on.

Accuracy is essential; every field filled correctly on the first pass means faster approval on my end. The project suits someone comfortable working across multiple browser tabs and following consistent data standards.

Skills: PHP, JavaScript, Data Processing, Data Entry, Excel, Web Scraping, Time Management, Data Extraction, Documentation, Data Management

This is for Students & Fresher Learning and Internship opportunity.Only Serious Bidding..

Skills: Data Entry, Excel

I'm working as an employee in USA based company. I need a helper who want to work with me for long term. I need lead generation and Data Entry expert.
Thanks

I need a dependable assistant physically located in the United States who can help me complete Instagram’s Business verification for one of my brand pages. Because Instagram sometimes requires a U.S.-based point of contact and location-specific evidence, your role is to act as that local representative and walk through the short verification workflow with me.

You will:

• Create or access the Instagram Business profile from your U.S. IP, following the prompts that appear on your end.
• Upload any location-specific documentation Instagram requests (for example, phone/SMS confirmation or a brief business proof form) and share secure screenshots so I can record each step.
• Keep communication open in real time—Slack, email, or phone—so we can resolve any additional authenticity checks immediately.

Once the blue “Verified Business” notice is displayed on the account and I have the final confirmation screenshot, the task is complete. If everything goes smoothly, I’d like to retain you as an ongoing U.S. representative for future social media verifications and related support.

Reliable communication, close attention to detail, and strict confidentiality are essential. Let me know your earliest availability to begin.

Skills: Internet Marketing, Data Entry, Facebook Marketing, Customer Support, Social Media Marketing, Digital Marketing, Social Media Management, Instagram Marketing

Data Entry of 205 savings bonds , 400 baseball cards and ebay posting of 25 items.

Admin tasks 30 mins - 2+ hrs at a time May-June with the possibility of continuing similar work for us in the future.
Myself and the members of my household (4 people) are all disabled with extremely limited cognitive energy and are failing to secure a lease before 7/1. (Not due to financial or other issues-- simply due to inability to complete these tasks.)
----
What I'm seeking:
- Proactive, mostly asynchronous, help completing executive tasks.
- Live collaboration with you when necessary. (Such as if one of us has to communicate something, but needs help transcribing thoughts into written language.)
- You are able to work professionally in a personal assistant role for email, phone, data entry/organization/communication, and appointment setting tasks.
- You know how to navigate the current-day US rental process from personal experience.
- You are comfortable communicating with prospective landlords/their property managers with us and on our behalf.
----
Schedule details:
- Most tasks require working during business hours.
- Opportunities for flexible scheduling after sunset/before sunrise and/or on weekends when collaborating live.
- You schedule directly through me (no juggling all four of us separately!)
----
Example 1: I struggle to make phone calls and complete parts of applications, as well as aggregating info on available rentals.
Example 2: My similarly disabled housemate is unable to manage getting landlords to send us their applications. He has a reversed sleep cycle. He can't keep up with the necessary emails and phone calls or organize the four of us to all complete applications in a timely manner.

Skills: Project Management, Data Entry, Virtual Assistant, Ghostwriting, Odd Jobs, Telephone Handling, Time Management, Email Handling, Administrative Support, Appointment Setting

Internship opportunity for Students and freshers who want to grow in life.Only Serious Bidding.

Skills: Data Entry, Excel

We are seeking a detail-oriented Web Research Specialist to gather and organize data from various online sources. The ideal candidate will have experience in web research and data entry, with a keen eye for detail and accuracy. Responsibilities include conducting web searches, extracting relevant information, and organizing data into a structured format. Familiarity with Microsoft Excel is essential for data management and reporting.

Only Serious Bidding, who are willing to learn new things and grow with us. We are planning to build a project which will be helpful for Mid range companies.We are planning to invlove students in that and make them learn and grow.

Skills: Data Entry, Training, Excel, Word, Entrepreneurship, Education Consulting

My phone book currently lives in a single .xlsx file and holds about 200,000 records. I need that sheet cleaned and standardised in two key ways:

1. Every duplicate number—regardless of whether it carries the +91 prefix or not—must be identified and removed so each contact appears only once.
2. Phone numbers must carry a consistent format for the Indian market. That means adding or stripping “+91” wherever required so each final entry follows one clear rule (I’m happy to agree on the exact rule with you before you start so we’re on the same page).

The end result I’m after is a fresh Excel workbook with:
• Zero duplicate rows
• Uniformly formatted mobile numbers
• No broken formulas, blank rows or stray characters

If you prefer formulas, Power Query, VBA, or a combination, that’s up to you—as long as the final sheet opens cleanly in Excel without additional steps on my side. Please let me know roughly how long the pass will take once I hand over the file and, if needed, what interim checks or sample outputs you’d like me to review before you run the full 200k-row operation.

Skills: Data Processing, Data Entry, Excel, Web Scraping, Excel VBA, Excel Macros, Data Analysis, Data Management

We are seeking a detail-oriented Data Entry Specialist to assist with various data entry tasks. The ideal candidate will have experience with Microsoft Excel and Word, and be able to communicate effectively via email. Responsibilities include accurately entering data into our system, managing spreadsheets, and ensuring data integrity. This is a part-time role with a flexible schedule, perfect for those looking to contribute to a dynamic team.

I’m looking for help building a targeted B2B lead list for construction-related companies in Middle Tennessee, starting with the Nashville metro area.

I’m looking for privately owned construction-related companies, including roofing, general contractors, restoration, HVAC, plumbing, electrical, concrete, excavation, and specialty trades.

The contact should be the owner, founder, president, CEO, managing partner, or another clear top decision-maker.

I need verified direct emails, not generic inboxes like info@, contact@, office@, sales@, or admin@. If no verified direct email can be found, please mark it as “Direct email not found.”

Can you start with 10 sample leads so I can review quality first? If the sample looks good, I’d like to move forward with an initial list of 50 leads, then potentially 250–300 more.

We are looking for a dedicated and professional Shopify Virtual Assistant to manage customer support and email handling for our online store. The ideal candidate should have experience communicating with customers in a friendly and professional manner while resolving order issues, answering product inquiries, tracking shipments, processing refunds/exchanges, and ensuring customer satisfaction. You should be comfortable working with Shopify, handling daily customer emails efficiently, and maintaining quick response times. Strong English communication skills, attention to detail, and the ability to provide excellent customer service are highly important for this role. Previous experience with Shopify stores or eCommerce customer support will be a big plus.

Saya membutuhkan bantuan untuk mengubah kumpulan data keuangan yang akan saya berikan menjadi sebuah laporan bisnis berformat resmi. Laporan tersebut harus:

• Menggunakan MS Excel untuk mengolah angka dan menghasilkan grafik serta tabel yang informatif.
• Disusun di MS Word dalam tata letak profesional—lengkap dengan heading, daftar isi, nomor halaman, dan gaya konsisten.
• Memuat ringkasan eksekutif yang menonjolkan Analisis SWOT, ditulis singkat, padat, dan mudah dipahami oleh eksekutif.

Saya akan menyediakan file Excel berisi angka laba rugi, arus kas, serta metrik kinerja utama. Tugas Anda meliputi membersihkan data, membuat visualisasi relevan (diagram batang, garis, atau pie sesuai kebutuhan), lalu memasukkannya ke dalam dokumen Word dengan penjelasan singkat di bawah setiap grafik.

Pastikan hasil akhir bebas salah ketik, format rapi, dan siap dicetak maupun dibagikan secara digital (PDF & .docx). Kirimkan laporan lengkap beserta file Excel final yang berisi rumus dan grafik terhubung.

Skills: Data Processing, Data Entry, Excel, Report Writing, Word, Business Analysis, Data Visualization, Data Analysis

We are seeking a physical therapist scribe to assist with documentation and related tasks in physical therapy. The ideal candidate will have a strong understanding of physical therapy practices and be able to accurately document patient information. This role requires attention to detail and the ability to work efficiently in a clinical setting. Experience with WebPT is a plus

Butiran Projek
$250.00 – 750.00 USD

Bida berakhir dalam 6 hari, 22 jam
I’m looking for someone to take full ownership of our outbound messaging on Instagram and TikTok. You’ll start by crafting concise, on-brand scripts for each stage of the conversation—initial cold touch, follow-ups, qualification, objection handling, and the hand-off to me once a lead is ready for a call or purchase.

Day to day, you will:
• Send a set number of new DMs and follow-ups on both platforms.
• Respond promptly to incoming replies, keeping tone friendly and consistent with the voice you establish in the scripts.
• Qualify prospects by asking the right questions, recording their pain points, and tagging them in our simple spreadsheet/CRM.
• Handle basic objections; anything complex you’ll flag for me immediately.
• Keep meticulous notes so we always know conversation status and next action.

Results matter more than clock-watching, so you can manage your own schedule as long as daily outreach and response targets are met. If you consistently book qualified calls or close low-ticket sales, I’m ready to expand hours and commission structures so this can grow into a full-time income stream.

To be considered, tell me:
1. Your experience writing outreach copy for Instagram or TikTok.
2. The volume of messages you can realistically send and manage per day while maintaining quality.
3. The basic tech stack you prefer for tracking leads (Google Sheets, Notion, lightweight CRM, etc.).

I’ll provide brand guidelines and a quick onboarding loom; you bring creativity, persistence, and a data-driven mindset. Let’s turn these socials into a steady pipeline together.
Kemahiran Diperlukan
Copywriting
Data Entry
Telemarketing
Excel
CRM
Telephone Handling
Social Media Management
Lead Generation

Skills: Copywriting, Data Entry, Telemarketing, Excel, CRM, Telephone Handling, Social Media Management, Lead Generation

Hey! Please read (the budget for this job is just a placeholder):

I'm looking for a full-time, long-term assistant to help me in my everyday tasks & grow alongside me.

This is for people who are are passionate about supportive roles and, therefore, open to working long hours every day. No other jobs.

Here are some examples of what you should be good at:

- solve problems, find answers to anything, be resourceful
- do thorough research on any topic
- help hire people
- manage a few employees
- proof read, check mistakes in videos
- come up with ideas
- learn (or already knows) about clothing, materials, cuts
- be good with criticism

The plan is to hire you long-term, & you'll take part in most of the things I do.
Your salary increases as we go on and as you get better at handling responsibilities. There's no limit I have in mind.

Message "EXCELLENT" if this sounds like you.

• Have you been an assistant before?
• What's your most valuable skill (relevant to the job)?
• Are you happy to work for me long-term (including weekends), and growing by my side? (I'll need you to fully focus on this job alone, full-time)
• Are you business-oriented, and do you plan to start your own business at any point in the future?
• Do you have any other job/occupation (like school, kids, etc.) currently?

We are seeking a fresher to develop a basic 3-page application using Kotlin. The ideal candidate will have a strong understanding of Kotlin fundamentals and be able to create a simple, user-friendly interface. This is a great opportunity for someone new to the field to gain practical experience and build their portfolio. The project is small in scale and requires basic skills in Kotlin.

Operations Integrator / Executive Project Manager — Real Estate Development Startup

Fully remote. US Pacific Time overlap required. Growth role with rising responsibility and compensation.

I am launching a real estate development company and need a sharp, organized, and highly motivated Operations Integrator to be the central nervous system of the business. This is not an admin role. You are the person who ties the entire operation together across my team, suppliers, architects, and contractors, and keeps everything moving while I focus on strategy and growth.

You are someone I can think out loud to, hand a direction to, and trust it gets driven to completion without me having to follow up. You are two steps ahead of me at all times, never two steps behind.

This is a fast paced startup environment with a lot of moving parts. If you are exceptional, location does not matter. This role grows as the business grows, in both responsibility and compensation.

WHAT YOU WILL BE DOING

Acting as the central coordination hub across team members, suppliers, architects, and contractors on my behalf
Making and receiving calls on my behalf. You are confident, professional, and represent me well in every conversation
Driving outstanding tasks to completion and making sure nothing falls through the cracks
Conducting supplier and vendor outreach by calling and emailing manufacturers and vendors to gather information, pricing, lead times, and confirmations
Building and maintaining organized documents, checklists, trackers, and project files in shared systems, not in your head or your inbox
Scheduling calls and meetings and preparing agendas in advance
Researching topics and delivering clear, concise summaries with a recommendation, not just raw information
Drafting emails, messages, and outreach for my review
Maintaining task lists and proactively updating me on progress without being asked
Assisting with hiring by posting jobs, filtering applications, and presenting only the strongest candidates with your reasoning
Identifying problems early and bringing solutions, not just flagging the problem
Documenting how things get done as you go, so the operation runs on systems rather than memory

WHAT I AM LOOKING FOR

Super sharp. You think ahead, connect dots without being told, and figure things out independently
Exceptional communicator. Native level written and spoken English. You represent me professionally in every email, message, and call
Confident and natural on the phone. You call suppliers, contractors, and vendors without hesitation, ask the right questions, and get what we need
Proactive operator. You do not wait for work. You find it, own it, and drive it to done
Highly organized. Nothing slips on your watch. Everything has a home and a status
Systems minded. You build repeatable processes and documentation as you work, not after
Positive and steady. You bring energy and clear thinking even when things get chaotic
Real experience. You have done this at a genuine level for a real executive, entrepreneur, or operating business, not admin work relabeled as project management
Available during US Pacific Time business hours for at least 6 hours of daily overlap

Strong plus. Prior experience supporting a real estate, construction, architecture, development, or general contracting operation. You will be coordinating with architects, general contractors, and material suppliers from week one, and baseline familiarity with that world means you contribute faster.

WHAT THIS IS NOT

This is not a data entry role. This is not a task ticking role. This is not for someone who waits to be told what to do next.

I need someone who responds with: Yes, I already started on it, here is where I am, and here is what I flagged along the way. Not: Yes, noted, understood, followed by silence.

COMPENSATION

This role pays competitively based on experience, with clear growth as the business scales. Please state your expected hourly rate in your application. Strong, proven operators are encouraged to state their real number. I would rather pay for someone exceptional than manage someone who needs managing.

TO APPLY

A short video recording, 2 minutes maximum, telling me who you are and why you are the right person for this role. This is required. Applications without a video will not be considered.

Your project specification is already highly detailed. Below is a refined and more professionally structured version with the new dual-layer system architecture added properly:
Training Mode
Prediction Mode
This structure is cleaner, more scalable, and closer to enterprise AI system design.
APP DEVELOPMENT SPECIFICATION
APPLICATION NAME
Amir B From Malaysia
FCPO Shariah Compliant Market Only
============================================================
PLATFORM & DEPLOYMENT
Operating System
Windows Platform
Application Interface
Command Prompt Interface (CMD)
Deployment Format
Standalone Windows .EXE Application
Execution Environment
Fully Offline Execution
Lightweight System Architecture
High-Speed Processing Engine
Optimized CPU & RAM Utilization
Stable for Continuous Daily FCPO Analysis
Fast Startup & Low-Latency Prediction Engine
Security & Licensing
Encrypted License Key Authentication System
License Options
Lifetime License
3-Year Expiry License
License Requirement
Application cannot execute without valid license authentication
============================================================
SYSTEM OBJECTIVE
The application must analyze historical FCPO OHLC Excel datasets and generate:
Next-Day Market Direction Prediction
Same-Day Market Direction Prediction using today Open price before market close
The AI framework must integrate:
Machine Learning
Statistical Modeling
Volatility Modeling
Deep Learning
Market Structure Analysis
Ensemble Optimization
Adaptive Market Learning
============================================================
MARKET PREDICTION LOGIC
BUY
Expected Close Price > Open Price
SELL
Expected Close Price < Open Price
Optional: NO TRADE
Triggered when:
prediction confidence is weak
market structure is unstable
AI consensus is conflicting
volatility condition is abnormal
============================================================
DATA SOURCE & EXCEL INTEGRATION
The application must support manual Excel integration.
Supported Excel Columns
Date
Open
High
Low
Close
User Functions
Paste Excel file directory manually
Update Excel data anytime
Save latest candle data manually
Instantly rerun analysis
Automatically retrain after new data entry
Example Path
D:\FCPO\data.xlsx
============================================================
TRAINING MODE ARCHITECTURE
The application must separate:
AI Training Mode
Prediction Mode
This allows flexible combinations between:
full retraining
saved model execution
next-day prediction
same-day prediction
============================================================
TRAINING MODES
1. RUN USING LAST MACHINE LEARNING
Purpose: Use the latest saved trained AI models for faster execution.
Functions:
Load latest trained model state
Load latest optimized ensemble weighting
Perform incremental retraining on newest candle data only
Fast operational analysis mode
Optimized for daily usage
Advantages:
Faster execution
Lower CPU usage
Faster prediction generation
Suitable for continuous daily operation
============================================================
2. RE-RUN MACHINE LEARNING FROM FIRST DATA
Purpose: Perform complete AI rebuilding from earliest historical dataset.
Functions:
Retrain all models from beginning
Rebuild ensemble structure
Recalculate feature importance
Perform deep optimization cycle
Execute full walk-forward backtesting
Recalibrate confidence weighting
Advantages:
Maximum optimization quality
Full AI recalibration
Better long-term adaptation
More stable ensemble rebuilding
============================================================
PREDICTION MODES
1. RUN NEXT-DAY MARKET PREDICTION
Purpose: Predict next FCPO trading day direction using completed OHLC historical candles.
Prediction Output:
BUY
SELL
NO TRADE
Analysis Components:
historical market behavior
volatility structure
momentum continuation
market regime analysis
trend continuation probability
ensemble confidence weighting
============================================================
2. RUN TODAY MARKET PREDICTION
Purpose: Predict whether the current FCPO trading day is likely to close bullish or bearish BEFORE market close.
The prediction must use today Open price together with historical FCPO market behavior and live market structure analysis.
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SAME-DAY AI INPUT ENGINE
For stronger same-day prediction accuracy, the AI engine must analyze:
Today Open Price
Previous Day OHLC
Previous Volatility Structure
Previous Momentum Structure
Current Market Regime
Historical FCPO Market Behavior
Historical Trend Continuation Patterns
AI Ensemble Probability Distribution
Optional Additional Inputs
Intraday Price Movement
Intraday Volatility Expansion
Early Session Momentum Shift
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SAME-DAY MARKET PREDICTION LOGIC
BUY
Expected Today Close > Today Open
SELL
Expected Today Close < Today Open
Optional: NO TRADE
Triggered when:
intraday structure becomes unstable
AI confidence weakens
volatility becomes abnormal
ensemble signals conflict
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LIVE MARKET ANALYSIS ENGINE
The system must dynamically evaluate:
bullish vs bearish pressure
trend continuation probability
volatility expansion probability
market structure transition
historical behavioral similarity
AI ensemble confidence
regime transition probability
momentum persistence strength
Prediction confidence must improve dynamically as more market data becomes available during trading hours.
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AI & MATHEMATICAL ENGINE
The application must initially test ALL mathematical models during historical optimization and backtesting before determining final ensemble weighting.
CORE AI ENGINE
XGBoost
LightGBM
CatBoost
SVM
VOLATILITY ENGINE
GARCH
EGARCH
Heston Model
Stochastic Volatility Model
MARKET STRUCTURE ENGINE
Structural VAR
VECM
Hidden Markov Model (HMM)
TREND FILTER ENGINE
Kalman Filter
DEEP LEARNING ENGINE
LSTM
GRU
SUPPORTING MODELS
Random Forest
Bayesian Network
ARIMA
SARIMA
Monte Carlo Simulation
FINAL AI ENGINE
Stacking Ensemble Model
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AI SYSTEM DESIGN REQUIREMENTS
The application must NOT remove any mathematical models before full historical backtesting and optimization are completed.
System Requirements
test all models
test all model combinations
compare historical accuracy
compare prediction stability
compare retraining efficiency
compare overfitting risk
compare market adaptability
compare long-term consistency
compare regime sensitivity
compare confidence calibration
Post-Optimization Logic
After optimization:
weaker models may receive lower weighting
unstable models may be disabled
stronger models may receive higher ensemble priority
Primary Objectives
highest realistic prediction accuracy
stable BUY/SELL prediction
adaptive market learning
smooth retraining workflow
fast analysis execution
sustainable long-term stability
minimal overfitting risk
strong confidence calibration
stable live-market prediction performance
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SMART AUTO-RETRAINING SYSTEM
The application must automatically retrain whenever new Excel candle data is detected.
When new candle data is added:
System Actions
Detect newly added rows automatically
Update:
market structure
volatility regime
trend direction
AI feature layers
historical sequence learning
ensemble confidence
momentum state
market condition classification
Retrain AI models automatically
Reoptimize:
ensemble weighting
feature importance
model confidence
prediction stability
signal reliability
model prioritization
Generate latest prediction automatically
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USER WORKFLOW
STEP 1
Open Application
STEP 2
Enter License Key
STEP 3
Paste Excel File Directory
STEP 4
Select Training Mode
RUN USING LAST MACHINE LEARNING
RE-RUN MACHINE LEARNING FROM FIRST DATA
STEP 5
Select Prediction Mode
RUN NEXT-DAY MARKET PREDICTION
RUN TODAY MARKET PREDICTION
STEP 6
Click RUN ANALYSIS
STEP 7
Application automatically:
load Excel dataset
validate market data
update AI learning
retrain models
optimize ensemble
generate prediction
display final market signal
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SYSTEM ARCHITECTURE
Frontend
Command Prompt Interface
Backend
Python AI Engine
Data Source
Excel OHLC Dataset
AI Framework
Hybrid Machine Learning + Statistical Models
Training System
Smart Automatic Retraining Engine
Prediction Output
BUY / SELL / NO TRADE
Deployment
Standalone Windows .EXE Application
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FINAL DELIVERY REQUIREMENT
The entire application must be fully completed, including:
AI engine development
smart retraining architecture
optimization workflow
historical backtesting engine
Windows .EXE packaging
encrypted license key system
Excel integration
automatic retraining workflow
prediction logging system
user operation manual
Final User Workflow
Download application
Enter license key
Link Excel dataset
Select training mode
Select prediction mode
Run analysis
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Skills: Pine Script, Trading, AI Development