Engineer turning AI

into shipped products.

I'm a full-stack engineer at CatalogIt, where I build LLM-powered features for collection management software. I'm most interested in the gap between AI demos and reliable, shipped products.

RECENT WRITING

Building a CSV-to-schema mapper with LLMs at CatalogIt 2026