Services
Priority DM . 2 days reply
Ask Me Anything: AI PM
One focused question, a real answer. Free.
Video meeting . 30 mins
AI PM Career Strategy
Break into AI PM or level up to Lead/Principal
Video meeting . 45 mins
AI Agent Launch Review: Evals & Guardrails
Pressure-test your AI agent before customers do
Priority DM . 2 days reply
AI PM Résumé + LinkedIn Teardown
Written line-by-line fixes, read through 2 lenses
Video meeting . 60 mins
AI PM Mock Interview + Written Feedback
A real AI PM round, scored like a hiring manager would
About me
I build AI agents that enterprises can trust in production — and I kill the ones that shouldn't ship.
Lead AI Product Manager at Vanguard, building the Agentic AI Digital Advisor from 0→1 for a $6B+ line of business (4M+ MAU). Before that, I shipped T-Mobile's first enterprise agentic AI platform to 25M+ users: 75% adoption, 60% containment, 80% CSAT, 30% fewer support calls. Earlier, $300M+ savings at eBay through API and marketplace platform modernization. Stanford GSB AI Executive Program.
Outside the day job, I build AI evals and red-team them in public, with every result published, failures included → github.com/vishalhabib99
Book a session if you want help with:
• Moving into AI product management (PM → AI PM, engineer → PM)
• PM interview prep: product sense, AI/LLM product design, metrics, behavioral
• Shipping AI agents: eval frameworks, launch gates, guardrails in regulated industries (NIST AI RMF, FINRA/SEC)
• Senior PM career strategy: leveling, positioning, résumé and LinkedIn
10+ years across fintech & wealth management, telecom, e-commerce and healthcare. I've managed PMs and led a 40+ person cross-functional org.