Projects

Rail Weather Risk — Reproducible ML Pipeline

Group project predicting monthly highway-rail grade crossing accidents from weather conditions, built as a fully reproducible DVC pipeline over 50 years of FRA and NOAA data.

Mar 16, 2026

PA Housing Affordability — Capstone Project

time-series

forecasting

real-estate

Forecasting housing affordability across Pennsylvania’s Philadelphia, Pittsburgh, and Harrisburg metros through 2028 using ARIMA and XGBoost.

Apr 25, 2025

Song Popularity Machine Learning Final Project

machine-learning

regression

Predicting Spotify song popularity across pop, rock, and jazz by comparing eight regression and tree-based models.

Apr 2, 2024

Milwaukee Bucks Business Analytics Hackathon

machine-learning

classification

sports-analytics

Third-place finish predicting premium seating pricing tiers at the Milwaukee Bucks Business Analytics Hackathon.

Feb 13, 2024

Categories

Rail Weather Risk — Reproducible ML Pipeline

PA Housing Affordability — Capstone Project

Song Popularity Machine Learning Final Project

Milwaukee Bucks Business Analytics Hackathon