CS @ UMD | Machine Learning
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MathLLM
MathLLM PublicExact integer arithmetic inside the transformer forward pass via frozen Residue Number System modules — no tool calls, no CUDA stream breaks. 99.95% exact-match accuracy with 0.47% parameter overhead.
Python
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Deadlift-ESAP
Deadlift-ESAP PublicDeadlift-ESAP is a project aimed at creating and training a neural network to determine proper deadlift form. The project includes scripts to generate linkage diagrams from deadlift videos, process…
Python
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FlappyLearning
FlappyLearning PublicFlappy Bird RL agent using PyTorch DQN. Custom Pygame environment (frame skip, adjustable pipe gap), prioritized experience replay, LayerNorm + Dropout for stability, epsilon-greedy exploration, Te…
Python
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