Understand AI and use it well
- Understand models, prompts and workflows
- Complete browser-based exercises
- Know where AI can help
GEMDUCK · AI PROJECT LAB
Go from “I can use AI”
to “I built something that works.”
This is not another theory course. Download the course folder and open it in Codex or Claude Cowork. The AI shows you the finished result first, then guides one step at a time until your project runs and passes acceptance.
16 complete project foldersEvery project has a reference + starterEvery step has passing evidence
See exactly how Project 01 works ↓Pay once · no subscriptionInstant access after payment7-day refund period under the terms
Stripe shows the payment methods available for your device and country. Your course email is used only to deliver access.WHY THIS COMES AFTER THE FREE COURSE
The free course teaches the method.
Project Lab turns it into working projects.
Open a folder and complete a real deliverable
- Run the finished reference first
- Rebuild it with the AI from starter
- Test, repair and keep a local working project
PREVIEW BEFORE YOU BUY
What happens in the first project?
Every beginner starts with Project 01, the AI Personal Brand Website. You do not choose between 16 projects or write code on the first screen.AI WORKFLOW SPECIALIST
Hello, I’m Alex.
I turn repetitive work into simple AI-assisted systems.The finished reference opens directly in your browser
- 01
AI checks first
Confirm that you opened the course root folder and that the required tools are available.
- 02
See the finished result
Open the reference so you know exactly what you are building.
- 03
Do only the first step
The AI explains starter and helps change your name and positioning—without dumping ten commands on you.
- 04
Make it yours
The AI interviews you about experience, skills and contact details, then writes approved content into the page.
- 05
Run and repair
Open the page locally. If something fails, diagnose it from the files and actual output.
- 06
Keep passing evidence
Check mobile layout, links and content, then record the evidence in PROJECT-REPORT.
You keep:A personal website folder you can open on your computer, continue editing and optionally publish.Once your AI tool is installed, you can view the reference before writing code. Completion time varies by tool, computer and level of customisation.
NOT A FOLDER OF PROMPTS
Each folder already contains a complete hands-on path.
WHAT YOU WILL ACTUALLY BUILD
See the result first. Then build it once.
Projects 01–04 preview in a browser. Later projects let the AI check your local environment and explain missing tools instead of pretending a command worked.WEEKLY ACQUISITION REPORT
78 leads
Source: metrics.csv · original unchanged
16 COMPLETE PROJECTS
From your first published page to a demo-ready micro-SaaS.
Publish Your Work
AI Personal Brand Website
Build a mobile-friendly personal brand website with safe course samples, pass local checks, then decide whether to publish.
AI Lead-Generation Website
Create a lead-generation page for a real service with pricing, FAQs and an enquiry form.
AI Practical Mini Tool
Turn a repeated calculation into a browser tool with inputs, rules, results and a copy button.
AI Browser Game
Build a browser game with start, scoring, increasing difficulty and replay.
Work Automation
AI Email Triage and Reply Assistant
Read test emails, classify and prioritise them, then create reply drafts that wait for human approval.
AI Meeting Notes to Action Items
Turn messy meeting notes into decisions, owners, deadlines and questions that still need confirmation.
AI Invoice and Form Extractor
Extract a batch of text invoices into an auditable CSV and flag missing or duplicate records.
AI Applications
AI PDF Knowledge Assistant
Answer questions about a set of local documents with filenames and line-number citations.
AI Customer Support Knowledge Bot
Answer from approved FAQs with citations and escalate low-confidence questions to a person.
Marketing and Sales
AI Multi-Platform Content Repurposer
Turn one original long-form article into email, LinkedIn and short-video drafts with human review.
AI Lead Scoring System
Score and rank form leads with visible rules, then recommend a next step.
Research and Data
AI Competitor and Market Intelligence Assistant
Build a dated competitor report from saved primary material with links, evidence levels and explicit unknowns.
AI Data Analysis Dashboard
Turn a CSV into auditable KPIs, trend charts, an anomaly list and a standalone HTML report.
AI Daily Intelligence Agent
Fetch, deduplicate and rank RSS items, then create a daily brief with original links.
Advanced Projects
AI Quant Strategy Backtesting Lab
Turn a precise trading hypothesis into a historical backtest and compare it with buy and hold.
AI Micro-SaaS
Start with one narrow problem and build a SaaS prototype with demo login, core value, usage limits and a pricing page.
HOW IT WORKS
Start in four steps. No programming experience required.
Download and extract
After purchase, get the complete ZIP from your private download centre.
Open it in your AI tool
Codex Desktop or Claude Cowork works best. Other folder-aware AI coding tools may also work.
Say “Start the course”
The AI reads START-HERE, the tutor protocol and your progress, then advances one checkpoint.
Keep a verifiable project
Every project must run, pass tests and record evidence in PROJECT-REPORT.
PROJECT LAB IS FOR YOU IF
You finished the foundations but still have not built something real.
- You want to build a website, automation, data tool or AI application but do not know where to begin
- You are willing to open a folder and follow one AI-guided step at a time
- You need a finished reference, starter and acceptance standard—not more random prompts
IT IS NOT THE RIGHT FIT IF
You only want passive videos or expect AI to make money automatically.
- You are unwilling to install any local AI tool
- You expect a promise of income, employment or investment returns
- You want one button to complete every project without making decisions or checking results
Tool compatibility
Best: Codex Desktop, Claude Cowork.
Works: Claude Code and folder-aware AI coding tools.
Limited: web chats that accept only single-file uploads.
Transparent costs
The course pack itself calls no paid model API. Your cost depends on the subscription or usage allowance of the AI tool you choose. Every reference starts with local sample data.
Safety boundaries
Email stays in draft; quant projects use historical backtests only; research keeps sources; support, finance and high-impact decisions require human review.
QUESTIONS BEFORE YOU BUY
Know exactly what happens next.
Is this another 16-lesson video course?
No. It is 16 local project folders. Each includes a finished reference, starter, AI tutor instructions, checkpoints, tests and an acceptance report. Your AI tool reads those files and guides the hands-on work.
Why not just ask ChatGPT to build it?
You can, but beginners usually lack a precise goal, runnable reference, correct order and acceptance standard. Project Lab fixes those inside the course files so the AI cannot start by generating a pile of work you cannot judge.
Can I start if I cannot code?
Yes. The first projects begin with finished HTML files that open in a browser, and the AI advances one step at a time. You still need Codex Desktop or Claude Cowork; the private download page guides installation, extraction and your first message.
Where do I go after purchase?
You enter a private download centre: download the ZIP, choose the Codex or Claude Cowork setup guide, open the course root folder and copy “Start the course”. You will not be left guessing after download.
Are there additional model costs?
The folder itself calls no paid API. Model cost depends on the AI tool and plan you choose. Every project starts with local sample data and clearly labels any external service.
What if it is not right for me?
The digital course has a seven-day refund period under the terms. It does not promise income, employment or investment results.
V1.0 · ONE-TIME PURCHASE
Do not collect another course.
Complete the first project you can open and run.
Pay once · no subscriptionInstant access after payment7-day refund period under the terms
Stripe shows the payment methods available for your device and country. Your course email is used only to deliver access.