Dylan Skinner Portfolio

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.

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!