Machine Learning
Modernizing audience segmentation at lululemon
How our team turned a high-maintenance ML platform into one anyone can ship on - and where agentic AI takes it next.
Projects
Technical portfolio
Data Science & Machine Learning
datarena.app
An end-to-end NHL analytics platform - from raw API to a calibrated xG model and a live app.
Machine Learning
Building a calibrated NHL xG model
A deep-dive on the expected-goals model behind datarena - calibration, temporal validation, and walk-forward scoring.
Data Science & Analytics
2021 NHL Expansion Draft analyzer
Data science app using Python and Streamlit to visualize sentiment from NHL fans and insiders on Twitter.