Experiments and platforms that shaped my craft
Each project taught me something new about pairing machine learning with purposeful product design. These are the highlights worth sharing.
pythonpygamepytorchrl
Lunar Lander AI Agent
PyGame simulation of Apollo Lunar Lander physics with a policy expert and Q-learning agent optimizing landing efficiency.
Launched •
nlpsearchbm25web
Data Gandalf — Dataset Recommender
Web app for dataset discovery using TF‑IDF + BM25 to surface relevant datasets based on user selections; SAS-sponsored.
Launched •
pytorchsklearnml
NBA All-Star Prediction
Benchmarked 22 single/ensemble models; built a hybrid ANN in PyTorch that improved F1 over surveyed baselines.
Launched •