Projects

BenchSight is a full-stack hockey analytics platform I designed and built independently to bring advanced analytics to recreational and youth hockey leagues. It is the clearest proof I have that I think like an analytics product owner — not just an analyst.

Non-linear optimization model built for Copeland. Goal: improve RDSL (Request Date Service Level) while reducing FY2024 inventory value. Won best 2024 MBAN Capstone Project.

Built a fully interactive multi-tab NHL analytics dashboard in Python Dash/Plotly covering 2010-2019 season data from MoneyPuck and Kaggle. Self-built dimensional model before visualization.

Original research submitted to the 2026 HALO (Hockey Analytics and Leadership Organization) Hackathon. Discovered that defensive denial rate and failure cost are independent dimensions of defensive performance — a finding not captured by existing WAR/RAPM frameworks.

Predicted customer churn for a telecom company using 6,999 CRM records and 20 predictor variables. Built and compared 7 classification models.

Designed and built a dimensional data warehouse for the 2022 NCAA men's basketball season from scratch using a live API data source.