Hey there 👋
I'm Peter Xenopoulos. I'm a computer science PhD candidate at New York University.My research focuses on developing machine learning and visual analytics tools for sports, with a particular focus on esports. I've worked with a professional baseball team (the Phillies), a top seed-stage venture capital fund (Tuesday VC (formerly Crunchfund)), a sports betting startup (Big League Advance.), and Facebook.
Projects
CSGO demofile parsing in Python
One of my big research interests is analyzing esports, and in particular Counter-Strike, data. I developed the csgo library to parse CSGO demofiles. The project is active.
Win probability prediction
Using thousands of CSGO games, I build models to predict which team will win a given round at any point of the round. This is an active area of research for me, and you can read more about it in the following publications: