projects

AI/ML

• Triton Implementation of FlashAttention2 with Custom Attention Masks 🎭
• A Simple Framework for Intrinsic Reward-Shaping for Reinforcement Learning using LLM Feedback (code not updated)
• Pruning Methods with Sparse Factorizations of Neural Networks
• Appearance Codes using Joint Embedding Learning of Multiple Modalities
• Predicting Visual Futures with Image Captioning and Pre-Trained Language Models
• Developing a Device-Independent Software for Adaptive Tremor Suppression Orthoses

  - Intel International Science and Engineering Fair (ISEF) 2019 - 2nd Place

Math Stuff

• Robustness of Overparameterized Deep Learning
• Transaction Fee Mining and Mechanism Design
• Quantum Information Theory and the No-Cloning Theorem