About

I've always been drawn to the how behind data — how it's architected, engineered, and ultimately put to work. These days that curiosity is pointed at AI systems end to end: the pipelines that feed them, the models wired into products as real features, and the interface layer people actually touch.

This site is proof of that work as much as a description of it — it runs on the infrastructure: a Postgres-backed content system, a RAG chat widget grounded in what's actually published here, a public MCP server, and a handful of scoped agents that write to it directly.The build log has the real story behind each piece, mistakes included.

If you're navigating the AI-data terrain too — whether you're standing up your first pipeline or deep in the weeds of an existing one — I'd love to help however I can.