I am a junior at Purdue University studying Computer Science. Previously I've worked on edge inference at Matic Robots. I also research hardware acceleration for robotics at CoMMA Lab.
Research
Projects
monolith Recursive language model infra for context management. Won 2nd place in the Modal track at Treehacks 2026. mlx-gpt2 A from-scratch implementation of GPT-2 optimized for Apple silicon. music transformer Training a transformer to generate MIDI piano compositions.
Writing
Optimizing a MatMul with CuTe C++ Implementing CUDA SGEMM optimizations with NVIDIA CuTe layouts and tensors. Music Transformer Training a transformer to generate MIDI piano compositions. GPT-2 from scratch in MLX A from-scratch GPT-2 implementation optimized for Apple silicon using MLX. Finetuning LLMs for ReAct Unleashing the power of finetuning to improve multi-hop question-answering ability in LLMs.