Projects

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Pitch to the Pros 3 Finalist: Was the Best Pass Really Playable?
tracking-data
xThreat
decision-support
football

A finalist presentation on adding decision-window context to pass value with tracking data, xThreat, and frame-level playability.

May 25, 2026

Active Support Index (ASI)
metrics
tracking-data
events-data
football
hackathon

SkillCorner 2025 hackathon project quantifying off-ball movement during pressure situations

Dec 31, 2025

News-Tweets NLP Linker
nlp
distributed-computing
python
data-engineering

Link tweets with news articles using NLP text similarity, with distributed computing pipeline and interactive dashboard

Jul 16, 2021

Time Series User Classification
machine-learning
time-series
python
classification

User identification from walking activity using accelerometer data — comparing Random Forest vs ROCKET classifiers

Jul 14, 2021

Kaggle Google Football with Manchester City
machine-learning
football
kaggle
simulation

Kaggle simulation competition — built Docker environment, agent framework for local pool play matches, and ML agent exploration

Nov 5, 2020

Dessert Flavor Pairings
visualization
python
data-analysis

Interactive chord diagram visualizing dessert flavor pairings, built in Python

Apr 15, 2020

Enriched COVID-19 U.S. County Data
data-engineering
python
geospatial
data-analysis

NYTimes COVID-19 data enriched with county shapes, demographics, population estimates, and per capita metrics

Apr 8, 2020

Neural Embeddings for IGS Microbiome Classification
machine-learning
bioinformatics
data-engineering
python
research

Masters capstone: Large-scale microbiome classification using hyperbolic embeddings, Word2Vec, and machine learning pipeline

Jun 15, 2018
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