Phase 19

Capstone Projects

Phase 19: Capstone Projects. 17 hands-on lessons building AI from first principles in the browser. Free reading; graded exercises and certificate with lifetime access.

  1. Capstone 01 — Terminal-Native Coding Agent
  2. Capstone 02 — RAG over Codebase (Cross-Repo Semantic Search)
  3. Capstone 03 — Real-Time Voice Assistant (ASR to LLM to TTS)
  4. Capstone 04 — Multimodal Document QA (Vision-First PDF, Tables, Charts)
  5. Capstone 05 — Autonomous Research Agent (AI-Scientist Class)
  6. Capstone 06 — DevOps Troubleshooting Agent for Kubernetes
  7. Capstone 07 — End-to-End Fine-Tuning Pipeline (Data to SFT to DPO to Serve)
  8. Capstone 08 — Production RAG Chatbot for a Regulated Vertical
  9. Capstone 09 — Code Migration Agent (Repo-Level Language / Runtime Upgrade)
  10. Capstone 10 — Multi-Agent Software Engineering Team
  11. Capstone 11 — LLM Observability & Eval Dashboard
  12. Capstone 12 — Video Understanding Pipeline (Scene, QA, Search)
  13. Capstone 13 — MCP Server with Registry and Governance
  14. Capstone 14 — Speculative-Decoding Inference Server
  15. Capstone 15 — Constitutional Safety Harness + Red-Team Range
  16. Capstone 16 — GitHub Issue-to-PR Autonomous Agent
  17. Capstone 17 — Personal AI Tutor (Adaptive, Multimodal, with Memory)
0 lifetime access. Curriculum based on AI Engineering from Scratch by Rohit Ghumare (MIT, used under attribution).