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1. FIFA-player-analytics-ml-pipeline FIFA-player-analytics-ml-pipeline Public

   FIFA player analytics pipeline: Spark→Postgres, Kafka+YouTube streaming, and ML models (Spark & PyTorch), runnable locally and on GCP

   Jupyter Notebook 1

2. COMP-579-Reinforcement-Learning COMP-579-Reinforcement-Learning Public

   Reinforcement learning assignments covering bandits, tabular RL, deep RL, and DQN variants. Includes implementations of ε-greedy and Thompson sampling bandits, SARSA/Expected SARSA on FrozenLake, Q…

   Jupyter Notebook

3. CHEE-494-hydrate-cage-research-project CHEE-494-hydrate-cage-research-project Public

   Python toolkit for identifying clathrate-hydrate cages (5¹², 6²5¹², etc.) from .xyz molecular structures using a DFS-based ring → cup → cage algorithm. Includes example structures, alternative prot…

   Jupyter Notebook

4. COMP-551-ml-projects COMP-551-ml-projects Public

   Machine learning projects spanning regression, computer vision, and NLP. Includes RBF-based linear regression with regularization, MLP/CNN/ResNet models for OrganAMNIST classification, and traditio…

   Jupyter Notebook