I build AI products for the enterprise — agentic systems, generative AI, production ML — where the hard problems are rarely the models, and almost always trust, evaluation, and what an organization will actually adopt. This site is where I keep what I've learned, in the open, for anyone it might help.
Over the past few years I've organized what I've learned shipping AI in production into a course — 24 units, free, no sign-up, no expectations. Start with Unit 01: What AI Engineering Is (and Isn't), or see the full syllabus.
Everything I build lives in the open. The current work — datasets, experiments, half-formed ideas — is on GitHub.
Product Careers is a system I built because job boards are a noise problem: roles aggregated from career pages and the major boards, deduplicated, categorized, stale postings aged out. If you're a PM looking, it's yours — read how it works.