I help engineers, PMs, founders, and technical leaders turn LLM-powered ideas into shipped products.

That usually means working through the chaos: product judgment, engineering tradeoffs, model behavior, user workflows, deployment, and a hundred small decisions to turn a prototype into something that scales from 0 to 1++.

The funnest parts my career has been in that zone. I was the first product hire and Head of Product at Synthesis AI, where we built synthetic data tools for computer vision teams at companies including Apple, Amazon Robotics, Google Brain, Sony, Intel, and iRobot. I’ve also led product and engineering teams at Samsung SmartThings, NextRoll, Google, and a handful of startups.

Most recently, I’ve been building LLM and AI-agent systems hands-on. One example is a live healthcare care-routing platform in rural cites/counties/countries: WhatsApp intake, AI triage, live voice conferencing, operator, prompt evals, analytics, and multi-region AWS deployments.

I’m useful if you’re trying to:

- move from engineering into product or technical leadership
- get better at building AI / LLM products
- turn a fuzzy AI idea into a system that can ship
- navigate 0→1 startup ambiguity
- think about product strategy without giving up technical depth
- prepare for senior PM, TPM, AI PM, founder, or technical leadership roles

My style is pragmatic and candid. I can help with architecture, product strategy, roadmap tradeoffs, resumes, interview prep, startup positioning, technical storytelling, and deciding what to build next. I’m best for people who want specific feedback from someone who has built across AI, robotics, computer vision, enterprise software, and early-stage startups.