Product Sparring
I'm at My Best Working Through Hard Problems with Sharp People
I build enterprise AI products for a living - but the conversations I have outside the day job are where some of the best thinking happens. If you're working on something in AI and want to think it through - block some time.
Book a Session
Pick Your Format
Different problems call for different conversations. Pick a format - or just grab time and we'll figure it out.
AI Product Reality Check
Walk me through your AI bet and I'll tell you what's real and what's hype. 10+ products across healthcare, EdTech, CPG, and enterprise tech - I've seen what survives contact with real users, regulators, and enterprise procurement.
Book This →Product Sparring Session
Bring a half-formed idea, a stuck problem, or a decision you're wrestling with. We'll pressure-test assumptions, poke holes, and leave with something sharper than what you walked in with. Best when you come with a specific question.
Book This →First-Principles Rebuild
Strip the problem down to its actual assumptions and rebuild. For when you know iterating harder isn't the answer but you can't see the other option yet. These are my favorite sessions.
Book This →Enterprise Lens
You've built something cool - now how does a large enterprise actually buy, deploy, and not kill it? I'll walk you through the procurement maze, IT security gauntlet, and organizational integration that separates POCs from production - whether you're selling into hospitals, universities, or Fortune 500s.
Book This →PM Career in AI
Where is the AI PM role going? What signals matter? I can share what I've learned navigating this space - from breaking in to building a portfolio of shipped products. No generic career advice.
Book This →From International Student to Silicon Valley
From landing in the US as an international student to building AI products in Silicon Valley. The decisions that mattered, the ones that didn't, and what I wish someone had told me. Good for: international students, early-career folks thinking about the US, anyone trying to build a tech career in a new country.
Book This →Context
What I Bring to the Table
So you know what you're getting into.
10+ Enterprise AI Products Shipped
Across healthcare, EdTech, CPG/D2C, and enterprise technology - clinical trials, patient engagement, edtech platforms, consumer products, and enterprise SaaS. From early R&D to production deployment at scale.
Enterprise GenAI in Production
RAG systems, LLM evaluation, prompt engineering at scale. I've deployed GenAI in regulated environments where "move fast and break things" gets you an FDA warning letter.
First-Principles Product Thinking
I don't follow frameworks blindly. Every product decision gets questioned from the ground up. If you want someone who nods along - I'm not your guy. If you want someone who makes your thinking sharper - let's go.
Digital Transformation at Scale
What works and what quietly fails when you're transforming operations across a 250,000-person company, 10+ countries, and decades of legacy infrastructure nobody wants to touch. Applicable across healthcare, enterprise tech, and any organization where "transformation" means more than a new dashboard.