I train neural networks. Or ship products built around them.

About

I'm an AI/ML engineer working at the intersection of technology, law, and product.

These days, I spend most of my time building systems that help people search and understand large collections of documents, especially in high-stakes environments where accuracy matters. Along the way, I'm constantly learning about evaluation, trade-offs, and what "useful AI" actually means in practice.

I use this site as a place to think out loud. I write intend on writing about AI, books I'm reading, travel itineraries I've actually tried, fitness experiments, and lessons from projects that went right — and wrong.