Say hello.

I'm always happy to talk about MCP architecture, LLM-first data products, evaluation practice, or the long tail of hard-to-name problems in applied AI. The fastest way to reach me is email — I read everything, reply to most of it.

No calendars, no intake forms, no "book a discovery call." If it's a fit we'll figure it out in an email thread.