About

I am an engineer and builder focused on systems that make advanced capabilities practical, accountable, and easy to apply.

This site is my public notebook: essays, technical reflections, and product thinking captured in a way that others can inspect and build on.

If you are working on hard, real-world deployment problems around AI, workflow reliability, and interfaces, I am always happy to compare notes.