Projects
A collection of data science, ML, and engineering work
Spring 2026
Lockoftheweek.com — College Football Pick'em App
Full-stack college football office pool web app. Each week a league commissioner selects NCAA matchups; league members pick winners and rank them 1–10 by their confidence the teams they choose will win. Picks lock Saturday at noon, standings update live as scores roll in.
Spring 2026
Climate Data Analytics
A suite of interactive analyses exploring long-run climate signals across 309 coastal cities from 1966 to 2026, covering Gulf Stream heat transport, precipitation structure, and geospatial trend mapping.
Winter 2025
Collabrium — AI-Powered Collaboration Platform
Multi-modal RAG platform that lets small teams ingest PDFs, images, and math-heavy documents into a secure vector store, then query them through an intelligent AI teammate. Built as a Harvard AC215 capstone project.
Summer 2025
Quantitative Finance Strategy with Machine Learning
Robust financial time-series workflow implementing pairs-trading mean-reversion with random forest classification, plus Augmented Dickey-Fuller and Breusch-Pagan testing for statistical validity.
Spring 2025
PPE Object Detection — R-CNN vs. Transformer
Comparative investigation of R-CNN vs. Transformer object detection models on personal protective equipment data. Models can monitor PPE non-compliance in industry, preventing fines and liability.
Winter 2024
Data Engineering Lakehouse
Complete end-to-end ML data pipeline with a bronze/silver/gold lakehouse schema built on PySpark. The resulting architecture feeds both BI and ML business needs efficiently.
Summer 2024
Bird Strikes and You
A logistic regression analysis in R to determine what factors influence bird-strike damage costs. Animal mass and season were most predictive, and actionable recommendations were provided to airlines.