Projects

2025

Chasing Imperfect Passes: Into the Life of a Receiver (Dec 2025)
2026 NFL Big Data Bowl Submission
Evaluating how a QB’s throw makes life easier or harder for the receiver, by quantifying receiver adjustments while the ball is in the air.
Partner: Sammy Davis
Writeup | GitHub

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 | Presentation (CMSAC)

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

Predicting MLB Player Usage (Feb 2025)
Cincinnati Reds Baseball Analytics Student Hackathon Submission
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