notes on markets, machine learning & ai agents

Building high-performance algorithmic trading workflows by merging years of institutional financial expertise with modern, AI-integrated development. Keep learning, by trying, building, failing, re-building and iterating..

This site is where I share what I'm building and what I learn along the way — including the dead ends and the bugs that taught me the most.