Projects
Click on the image to learn more about each project, and access the source code for each one.
Simulating the Evolution of Meaning
Using neural networks to explore the Lewis signalling game as a model of the minimal conditions for the evolution of meaning.
epidemic-intelligence
A BigQuery-driven Python package for processing and visualizing large scale spatio-temporal simulation data.
NBA Elo Ratings
Implementing an Elo algorithm to determine the relative strengths of teams and players over time.
Machine Learning with High Variance
Researching machine learning methods in cases with high variance in results, using Fantasy Premier League as a case study.
Analyzing xG
A (slightly outdated) technical analysis of the efficacy and shortcomings of soccer's expected goals (xG) metric.