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My Projects

Involvement in team sports from a young age, as both a participant and an observer, has given me a deep appreciation for the passion in this area. As such, many of my projects center around analyzing team data, specifically for hockey, my favorite sport.

Accounting for Luck in NHL Playoffs

Does the President's Trophy winner really have poor luck? In a project for my sports analytics class, I attempted to simulate the 2024 NHL playoffs while accounting for a "luck" factor based on ranking.

Referee Biases in Team Sports

Do poor referees have a bigger impact in some sports than others? In a group project, I aimed to study the differences in the effects of referees in hockey, football, and baseball.

Classifying Misogynistic Tweets

Along with a partner, I classified tweets as either sexist or not sexist using a machine learning model. We were able to successfully identify biased tweets based on the statements.