Projects

random stuff I’ve worked on, either for school or just for fun.

Communication Complexity Bounds for Approximating Voting Rules 2024 [PDF]

Final project for Harvard ECON 2070.


Edge of Stability Training Dynamics 2023 [PDF]

Thoughts on EoS and self-stabilizing training dynamics in gradient descent - final project for Harvard CS224.


Contribution to Machine Learning Systems 2023 [Website] [PDF] [AI-generated podcast]

I contributed to the open-source book Machine Learning Systems by Prof. Vijay Janapa Reddi.


Linear Mode Connectivity in Branching SGD Trajectories 2023 [GitHub] [PDF]


Accelerating LLMs Decoding Using Random Speculative Sampling Algorithm 2023 [GitHub]