Become a Job Ready
AI First Product Manager
in 12 Weeks
A 12-week, mentor-led live cohort for PMs, engineers & builders who want to ship a portfolio-ready AI product — RAG, agents, evals, GTM, with dedicated interview prep baked in and a live Demo Day.
Not a recorded course. You build 10+ projects, get mentor feedback every week, and present on Demo Day.
Built for builders who want to ship real AI
Not for passive learners. This is a doing cohort — you ship something real by Week 12.
PMs transitioning into AI PM roles — building hands-on credibility with working prototypes, not just theory
Mid-to-senior PMs (3–10 years) who want to lead AI initiatives or move to AI-first companies
Engineers, data scientists, and designers pivoting into AI Product Management roles
PMs preparing for AI PM interviews — product sense, metrics, strategy, behavioural, and technical AI questions
Builders who want a structured path through AI fundamentals, RAG, AI agents, evals, and GTM — with a capstone
Anyone who has watched scattered AI tutorials and wants a single, sequenced, mentor-led program
What our students are saying
Real feedback from students who've learned with Shailesh across courses, YouTube, mentorship, and 1:1 coaching.
The course teaches you AI PM.
The cohort makes you one.
The self-paced course gives you knowledge. The cohort gives you more knowledge, proof of work, interview readiness, and mentor access — the things that actually get you hired.
| Self-Paced Course | 12-Week Live Cohort Starts Soon | |
|---|---|---|
| Format | 45 recorded videos, ~7 hrs total | 45 live sessions, ~90 hrs total |
| Pace | Self-paced, lifetime access | Structured 12-week schedule |
| Projects you build | 1 prototype demo | 10+ projects across 12 weeks |
| Capstone product | Full AI product: spec → prototype → evals + Demo Day | |
| Hands-on Build Hours | 10 dedicated sessions — RAG, Agents, Evals, UX Audit, Prototyping | |
| Mentor feedback | Weekly office hours + scored reviews | |
| Interview prep | 20 questions + answers (recorded) | 10 dedicated sessions (20 hrs) + frameworks to tackle every AI PM question type |
| Mock interviews | 2 full 3-round loops, mentor scored + written feedback | |
| Demo Day | Live 8-min presentation + panel Q&A + Best Project awards | |
| Strategy & depth classes | GTM, AI Pricing, Model Selection, Latency, AI Safety, AI Analytics, AI ROI | |
| SDD + AI Agents + UX | Spec-Driven Development, Agents deep dive (MCP, A2A), UI/UX for AI | |
| AI Case Studies (B2C + B2B) | PDF book only | 4 hrs of live case study discussion with frameworks |
| Tools: N8N, Claude Skills, Lovable | Lovable demo only | Hands-on with all three + deployment |
| Peer community | Alumni network + job board + accountability partner | |
| Best for | Learning AI PM concepts at your own speed | Getting job-ready with proof of work + portfolio |
The course gives you knowledge. The cohort gives you knowledge + proof of work + interview readiness + mentor access.
Week-by-week breakdown
Saturdays + Sundays · 4 sessions/week (10:30 AM–12:30 PM & 2:30–4:30 PM IST) · 8 hrs/week · Weeks 1–10
Week-by-week deliverable map
Every learner builds toward the same outcome — a portfolio-ready AI product with full spec, prototype, evals, GTM, and live demo.
| WK | MILESTONE | WHAT YOU DELIVER | FORMAT |
|---|---|---|---|
| 01 | Problem Definition | AI Opportunity Canvas — problem, user segment, solution gaps, AI angle | Notion doc / 1-pager |
| 02 | Technical Foundation | ML Pipeline Map — algorithm selected, data pipeline, model card | Diagram + rationale |
| 03 | RAG Prototype | RAG design + working prototype: architecture, knowledge base, retrieval strategy | Architecture doc + prototype |
| 04 | Agent Prototype | Agent design + working prototype: autonomy level, tools, memory, HITL, tested on 3 scenarios | Architecture doc + prototype |
| 05 | Eval Framework | Eval spec + 10-case golden set + launch threshold + evals run on prototype | Eval spec + test results |
| 06 | Full Spec + Prototype | Complete spec + polished prototype, mini case study started | Spec doc + prototype link |
| 07 | UX Audit + Polish | 8-principle UX audit, HITL pattern, AI UX copy, prototype finalised, case study complete | UX audit + prototype |
| 08 | Quality & Metrics | Risk audit + responsible AI section + NSM/supporting/guardrail metrics + A/B test plan | Risk doc + metrics |
| 09 | Strategy + Model Decision | GTM one-pager + model comparison matrix + cost + latency strategy | Strategy doc + model doc |
| 10 | Interview Ready | 15-answer story bank, 2 mock rounds scored, enterprise case study teardown | Interview doc + case analysis |
| 11 | Presentation Ready | Full capstone deck (10–12 slides) + demo video + mock demo + 2 interview answers | Deck + demo video |
| 12 | 🎤 Demo Day | Live 8-min presentation + portfolio published + LinkedIn post + certificate awarded | Live demo + portfolio |
Every single thing you get
Not a recorded course. Every item below is live, hands-on, and mentor-guided.
What you walk away with
Every output below is built, not watched. You'll have a portfolio to show on Demo Day.
A portfolio-ready AI capstone: problem → spec → prototype → evals → GTM → Demo Day
AI fundamentals mastered — supervised/unsupervised learning, deep learning, LLMs, CoT + ToT prompting
Working RAG system and AI agent prototype with documented architecture and HITL checkpoints
Production-grade evals — golden test sets, RAGAS, LLM-as-judge, launch threshold defined
AI PM strategy depth — model selection, latency, cost-quality tradeoffs, GTM, competitive moats
8 structured Interview Prep modules + 2 full mock rounds with mentor scoring and written feedback
15-answer STAR story bank, polished interview prep doc, capstone framed as interview answers
Live Demo Day — panel Q&A, certificate awarded, portfolio published, LinkedIn launch post
Your questions, answered
Ready to Build Your AI Product?
12 weeks. 45 live sessions. Working prototypes. Mock interviews. Live Demo Day. Rolling applications.