A project to predict the next pitch in an MLB game. Built with CatBoost models, and feed-forward neural networks and transformers in PyTorch!
Labor Economy Dynamics ODE Model
An Ordinary Differential Equations (ODE) model build to model the labor market in the United States.
Deep Knots RL
The project that was the backbone of my honors thesis! Built with a custom PPO model in PyTorch, optimized for multi-GPU computing and logging.
Trash Detector with YOLOv8
A trash detecting app build from a fine-tuned YOLOv8 model, showcased on a Streamlit app.
NHL Live Win Predictor
We predict and create a Live Win prediction for NHL games using XGBoost, MCMC sampling, and Bayesian models!
Causal Inference with Graph Neural Networks
A study of causal inference using do Calculus and Graph Neural Networks (GNNs).