Projects

Fantasy football shield logo

Weekly NFL Fantasy Point Projection
machine-learning
regression
pyspark
sports-analytics

Leakage-free weekly fantasy projections for QB/RB/WR/TE built end-to-end in PySpark over nine seasons of nflverse data.

Sep 1, 2026

Thumbnail for the New Soundz Spotify recommender app

New Soundz: Artist Recommendation Engine + Spotify Analytics
machine-learning
recommender-systems
web-app

A hybrid collaborative-filtering recommender that turns your Spotify listening history into personalized artist recommendations, deployed as a live Streamlit web app.

May 7, 2026

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Rail Weather Risk Reproducible ML Pipeline
machine-learning
regression
reproducible-pipelines

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

Bar chart of 2028 projected affordability ratios across PA counties

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

Bar chart comparing test MSE across eight models, with bagging the lowest

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

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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
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