Armchair Strategist - A Formula 1 Strategy Dashboard
Implemented data transformation pipelines with Pandas. Developed interactive dashboard with plotly dash. Deployed on AWS using EC2, S3, and Route 53 with automated data refresh and daily code deployment.
Image Colorization with Generative Adversarial Network (GAN)
Co-led a team of 15. Trained cGAN with U-Net architecture on 25,000-image MIRFLICKR dataset using slurm on University of Michigan's Great Lakes HPC Cluster
Ultimate Fan Trip Routing Optimizer
Integrated schedule data from major professional leagues and the Google Maps API, derived linear programming formulation, and implemented a solver to optimize trips for following a team to all away opponents.
Rate My Professors (RMP) Sentiment Analysis
Scraped data of 3500 professors from RMP using selenium and beautifulsoup. Optimized and benchmarked seven models and three text encodings for sentiment analysis task. Achieved >0.80 precision and recall.
Royal Game of Ur Optimizer
Built tournament-style evaluation CLI for game-playing agents. Implemented asynchronous dynamic programming value iteration in Rust to calculate the optimal strategy for an ancient board game.
