
The Weekly Rhythm 4 sessions/week (Sat & Sun) · 2 hrs each · 8 hrs of live learning CONCEPT + DEMO/build + INTERVIEW PREP + OFFICE HOURS 12 weeks · 4 phases · 1 portfolio-ready capstone
The 12-Week Journey — Highlights
PHASE 1: AI FOUNDATIONS (Weeks 1–3) Wk 1 (Sep 19–20) — ML fundamentals, core algorithms, first-principles interview prep → AI Opportunity Canvas Wk 2 (Sep 26–27) — Gen AI + MLOps deep dive, build & deploy on Vercel with Claude Code → ML pipeline map Wk 3 (Oct 3–4) — AI PM role decoded, RAG architecture + prototype → AI stack diagram + RAG build
PHASE 2: BUILDING AI PRODUCTS (Weeks 4–7) Wk 4 (Oct 10–11) — AI Agents deep dive, hands-on agent build (tools, memory, HITL) → Agent architecture Wk 5 (Oct 17–18) — Advanced Evals (RAGAS, LLM-as-judge), golden test set built → Eval framework Wk 6 (Oct 24–25) — Spec-driven dev, live prototype build with Claude & Lovable → Working prototype Wk 7 (Oct 31–Nov 1) — AI UX & design for non-determinism, capstone UX audit → Polished prototype
🪔 Diwali Break — Nov 7–8, no sessions · resumes Nov 14
PHASE 3: STRATEGY & DEPTH (Weeks 8–10) Wk 8 (Nov 14–15) — Bias/risk audits + AI analytics & metrics → Risk audit + STAR story bank Wk 9 (Nov 21–22) — GTM strategy + model selection tradeoffs · Mock Interview Round 1 (scored) → GTM one-pager Wk 10 (Nov 28–29) — Enterprise B2C/B2B case studies · Mock Interview Round 2 (scored) → 15-answer story bank
PHASE 4: DEMO PREP & DEMO DAY (Weeks 11–12) Wk 11 (Dec 5–6) — Capstone deck, mock demo + mentor feedback, rehearsal → Deck + demo video Wk 12 (Dec 12–13) — 🎤 Demo Day: 8-min live pitch, panel Q&A, speed interviews, awards → Capstone delivered
The Bottom Line ✅ A real, deployed AI product, built by you ✅ A portfolio that proves you ship, not just study ✅ 15 interview answers + 2 scored mock rounds ✅ MLOps, Evals, Deployment, Analytics — the full AI PM toolkit ✅ A community that compounds for years after Demo Day ✅ A certificate + portfolio + story for any AI interview
You won't just understand AI. You'll have built with it.