Trying to find causal inference using do Calculus and Graph Neural Networks (GNNs).
NHL Live Win Predictor
We predict and create a Live Win prediction for NHL games using XGBoost, MCMC sampling, and Bayesian models!
Trash Detector with YOLOv8
A trash detecting app build from a fine-tuned YOLOv8 model, showcased on a Streamlit app.
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.
Labor Economy Dynamics ODE Model
An Ordinary Differential Equations (ODE) model build to model the labor market in the United States.
MLB Pitch Predictor
A project to predict the next pitch in an MLB game. Built with CatBoost models, and feed-forward neural networks and transformers in PyTorch!