Analytics Research
Analytics Research
Embedded Files
Welcome to the Analytics work repository, works are organized sectionally by sport/subject matter. Also embedded below these are my senior thesis and service-learning project, enjoy!
Welcome to the Analytics work repository, works are organized sectionally by sport/subject matter. Also embedded below these are my senior thesis and service-learning project, enjoy!
Competition & Accolade Summary
Carnegie Mellon Reproducible Research Competition (October 2025) - Quantifying QB Decision Making in Passing Game, Approved Presenter
White Sox Lineup Optimization (March 2025) - Used Statistical Analysis methods to generate optimal lineup, Top 20
March Madness Modeling Mania (March 2025) - Use of previous 10 year's KenPom, AP, Box, and Advanced stats to assign matchup win probabilities
Cincinnati Reds Hackathon (February 2025) - Predicting MLB player play time in 2024 using 2021-2023 data, FinalistÂ
Addition Financial Big Data Symposium (Winter 2025) - Predicting consumer mortgage lender choices, 3rd Place
NFL Big Data Bowl (Winter 2024) - Modeling expected offensive play calls and predicted defensive response
Jane Street Stock Market Modeling (Fall 2024) - Used back testing of machine learning methods to develop a stock market prediction algorithm
SABR Analytics Conference (Spring 2026) - MLB Sponsored Attendee
Dean's List (Fall 2024 & Spring 2025) - University of Central Florida
Senior Thesis
Service Learning Reflection
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