AI Project Vault
12 AI projects specified to the point where you can start on Monday — architecture, the build in order, how to tell whether it works, what breaks on real input, deployment, repository layout, and how to explain it in an interview.
One payment. No renewal. New projects included.
3 projects are readable in full without paying — read them first.
What is in each specification
Not a prompt and an idea. Every one of the 12 projects carries all nine of these.
The problem
The real situation that makes it worth building, not a one-line prompt idea.
Architecture
How the pieces fit, as ordered steps through the system.
The build, in order
Numbered steps with the detail that decides whether each one works.
How to know it works
What to measure. The part almost every tutorial skips, and the part an interviewer asks about.
What breaks on real input
The failure modes that appear once it meets data you did not choose.
Deployment
Getting it off your laptop.
Repository structure
The layout to create. There is no repo to clone — building it is the point.
Interview explanation
How to describe it out loud, plus resume lines.
Extensions
Where to take it once it works.
The 12 projects
Across 8 areas: RAG, AI Agents, MCP, Automation, Evaluation, Data, Multi-Agent, LLM Apps. The titles are the whole list — there is no hidden extra tier.
| Project | Area | Level | Hours | Access |
|---|---|---|---|---|
| PDF Question-Answering AgentAsk questions of a folder of PDFs and get answers with the page they came from. | RAG | Beginner | 8–14 | Free |
| Tool-Using Research AgentAn agent that searches, reads, and produces a cited summary — stopping when it has enough. | AI Agents | Intermediate | 12–20 | Free |
| An MCP Server Over Your Own DocumentationExpose your docs as tools any MCP client can use — the read-only first server to build. | MCP | Intermediate | 6–12 | Free |
| Support Ticket Triage and RoutingClassify incoming tickets, extract the details that matter, and route with a confidence threshold. | Automation | Intermediate | 10–16 | |
| Read-Only SQL AgentAnswer questions about a database in natural language, without letting anything write. | AI Agents | Advanced | 14–22 | |
| A RAG Evaluation HarnessMeasure retrieval and generation separately, so you know which one to fix. | Evaluation | Intermediate | 8–14 | |
| Meeting Transcript to Tracked ActionsTurn a transcript into owned, dated action items — and nothing else. | Automation | Beginner | 6–10 | |
| Invoice Extraction with a Confidence GatePull structured fields from invoices, and know which ones need a human. | Data | Intermediate | 10–16 | |
| Multi-Agent Content Pipeline with a CriticResearch, draft and critique as separate agents — and prove the critic earns its cost. | Multi-Agent | Advanced | 16–26 | |
| Semantic Search Over a CodebaseFind code by what it does rather than what it is called. | RAG | Intermediate | 10–16 | |
| LLM Cost and Latency ObservabilityKnow what every feature costs per user before the invoice tells you. | Evaluation | Beginner | 6–12 | |
| Resume and Job Description MatcherScore a CV against a role with reasons, not a black-box percentage. | LLM Apps | Beginner | 8–12 |
Hour ranges assume you meet the stated prerequisites for that project.
Do not buy this if
- You want code to clone and submit. There is no repository — these are specifications you build from, and that is the whole point.
- You have never written Python. Start with the free projects first; if they are opaque, this will be too.
- You want a certificate. That is the internship, and it is free.
- You want fifty projects. There are 12. They are specified properly rather than listed.
Questions
Is there source code?
No, and deliberately. Every project is a specification: architecture, ordered build steps, evaluation, failure modes, deployment and repository layout. Cloning a repository teaches you nothing you can defend in an interview. Building from a specification is the thing employers are actually testing for.
What do I actually get for the money?
Web access to all 12 specifications, including the 9 that are not readable for free. New projects are added and you keep access to them. There is no subscription and no renewal.
Can I see one before paying?
Yes — 3 are readable in full, end to end, with nothing held back: PDF Question-Answering Agent, Tool-Using Research Agent, An MCP Server Over Your Own Documentation. If those are not useful to you, the paid ones will not be either.
How long does a project take?
Between 6 and 26 hours depending on the project and on how much of the stack you already know. Each one states its own range and its prerequisites, so you can pick before you start rather than discover halfway through.
Will this get me a job?
No book or vault can promise that, and anyone who does is selling you something. What this gives you is projects that survive being asked about — with an evaluation number, a known failure mode, and an explanation you rehearsed. That is what separates a portfolio from a list of repositories.
Reviews
No reviews yet. The Vault is new. If you have built one of the 12 projects from it, yours would be the first — including if it disappointed you.
Write the first reviewRead 3 in full, then decide
Nothing is held back in the free ones — same structure, same depth. It is the only honest way to judge whether the other 9 are worth ₹499 to you.