Projects

2025

Forced Turnover: Evaluating Pressing Effectiveness in Soccer (Jul 2025)
Carnegie Mellon Sports Analytics Camp
A Machine Learning approach to analyze pressing in soccer with player tracking data from 520 MLS matches.
Partner: Natalie Rayce (Carnegie Mellon University), Daniel Wicker (Charlotte FC)
Report | Poster | Slides | GitHub

Data Analytics Externship | Consumer Insights & Strategic Decision-Making (Jun 2025)
Beats by Dre
An analysis on Beats’ in the wireless speaker market, analyzing 4,628 consumer survey responses for business recommendations.
Slides | Dashboard

NBA Honors Selections 2024-25 Season (May 2025)
Predicting NBA honors (All-NBA, All-Defensive, All-Rookie) using regular-season box score statistics.
Partner: Vedant Bhong
Slides | GitHub | College News

Cincinnati Reds Baseball Analytics Student Hackathon (Feb 2025)
Challenge: Predict the total playing time (PA/BF) players will receive in 2024.
Kaggle Notebook | GitHub

2024

National Olympic Performance: Analyzing Economic, Demographic, and Historical Determinants of Summer Olympics Medal Counts (Dec 2024)
Econometrics Final Paper
Paper | GitHub

Minesweeper (Dec 2024)
My attempt at recreating the classic Minesweeper game using Python.
GitHub

Centre College Women’s Soccer Analytics Dashboard (Nov 2024)
Analyzed shot data for a Division III women’s soccer team using RShiny to build an interactive dashboard.
Presented during poster session at the Carnegie Mellon Sports Analytics Conference 2024
GitHub