Honors: Eleanor Roosevelt College Honors Program, Provost Honors (6x)
Organizations: Triton Ball Sports Analytics Club, Data Science Student Society
Graduate Coursework (cross enrollment): Bayesian Statistics
Relevant Coursework: Mathematical Statistics, Machine Learning + Deep Learning, Relational Databases, Cloud Computing

Primarily worked with the pitching group, where I helped lead a five-person analytics sub-team focused on player evaluation and development. Most of that work centered on our internal pitching models - handling everything from pitch-type classification to evaluating overall pitch quality using gradient boosted trees and unsupervised learning. I also spent time on the data side, where I engineered an automated Python pipeline that ingested, cleaned, and loaded over three million TrackMan records into a centralized BigQuery database that the entire 10-person analytics team could build on. I also worked on turning the modeling and data work into scouting reports and presentations that the coaching staff could actually use. And I also helped keep the analytics group collaborative through regular peer code reviews and shared research.

Authored a formal research paper under Professor Yoav Freund on identifying and understanding the spatial concentration of urban violence and crime in Chicago: An Analysis of Spatial Homicide Patterns in Chicago.

Primarily worked on cleaning and standardizing over 13,000 LinkedIn profiles and 6,000 survey responses for the First Destination Survey, resolving inconsistencies across six different data-entry sources to build two master datasets. I also spent time on architecting a local PostgreSQL database containing more than 100,000 student Handshake profiles and writing SQL queries to classify and filter these profiles by degree type and activity status for account-archival reporting. I also wrote Git workflows and SOPs that kept version control and analytical reproducibility manageable for the four-person analytics team.

Operated the FlightScope radar system, tracked statistics for the league website, and built an interactive Looker Studio dashboard visualizing pitch metrics and outcomes for coaches and players.