Projects

🏢 Corporate Migration in the Financial Industry: Where to Next?

DataFest 2025 Best Visualization winning presentation. Used corporate real estate records to assess migration patterns in the financial industry and presented via slide deck to a panel of judges and peers. Identified Nashville, Tennessee as a top emerging market.

💰 UltraCondor ETF Financial Product Proposal

Constructed & presented a financial product tailored specifically to CalPERS’ investment principles. Achieved 15% higher annualized monthly returns than market average (SPY) during backtesting.

🩺 Diabetes and Pancreas Transplant Waitlist Mortality Prediction

Explored statistical learning models to predict whether someone has diabetes or not from survey questions, as well as mortality for patients on pancreas transplant waitlists from partially redacted clinical data. Classified 86% of true diabetes patients and predicted patient mortality with 80% accuracy.

🍻 Alcohol-Happiness Observational Report

Explored the possible association between alcohol consumption and happiness using empirical data collected from The World Happiness Report. Click here to open in a new tab! (GitHub repository)

☄️ Investigating Slingshot Trajectory and Pull Distance

A collaborative project from STAT 423 at Cal Poly which uses response surface methodology to determine optimal launch conditions for maximizing flight distance of a small projectile from a slingshot. Click here to open in a new tab! (GitHub repository)

🎮 LCK Modeling

A small personal project utilizing tidy data principles followed by univariate regression to predict winners in the League of Legends LCK. Click here to open in a new tab! (GitHub repository)