A structured path from picking your project to walking into your viva with confidence.
Browse the project catalog and choose a kit that matches your branch, your deadline, and your skill level. Each project page shows the tech stack, duration estimate, and prerequisites up front — so you know before you commit.
Every project is broken into 4–8 milestones. Each milestone gives you a working piece of the system — not just theory. You always have something running at the end of each week. Starter code, setup guides, and code walkthroughs are included.
Week 1 → Document parsing · Week 2 → Embedding pipeline · Week 3 → RAG query engine · ...
Every project includes a deployment guide with step-by-step instructions to get a live URL on Render.com, Railway, or AWS. Your college evaluator can see a running demo. Your interviewer can click the link. No "it works on my machine."
The viva Q&A guide covers 20+ questions your evaluator is likely to ask — with clear technical answers you can understand and own. The report template is pre-structured. The PPT deck is 10 slides with placeholder content. You fill in your specifics; the format is done.
Use courses to understand the concepts. Use projects to apply them. Each course links to relevant projects. Each project links back to the course topic that covers the core concept.
Go deep on the concept. Understand why the algorithm works. Learn when to use it. Study the code patterns. Take the quiz. Download the cheatsheet. Then go build.
Browse Courses →Apply the concepts in a real system. Follow the milestones. Deploy it. Explain it. Defend it in a viva. Walk out with a GitHub portfolio link and a working demo.
Browse Projects →Document Q&A Assistant is the most popular starting point — 6 milestones, clear path, live demo URL at the end.
Start Building →