I studied
UCSB with a
BS in Financial Mathematics and Statistics, then later finished the
Master of Financial Engineering
at
Berkeley Haas School of Business.
I work on context engineering and agentic LLM systems. The interesting
part is usually less about the model and more about the surrounding
system: retrieval, controls, evaluation, and getting the thing to behave
in production.
Outside of work I build small tools, analytical projects, and whatever
else seems worth understanding from the inside. Most of what ends up
here is some combination of stats, scraping, simulations, and web apps.
This site is mostly a notebook with better navigation.