From the desk

I build and operate production AI systems — document intelligence pipelines, retrieval on vector stores, and LLM serving on Kubernetes — the parts that decide whether a clever demo survives contact with real documents and real users.

This is where I write it down: long essays on what actually broke, course series that go deep on one thing at a time, and the interview notes I wish I had while preparing.