Projects

June 2025

seeding lies

Exposing the auction beneath file sharing and demonstrating that fairness maintains performance

BitTorrentPropShareAWSDistributed Systems+2 more

January 2025

GPU Kernel Generation

Test-Time Compute Strategies for LLM-Generated GPU Kernels - Achieving 97% correctness on simple kernels

CUDALLMsGPT-4/5PyTorch+2 more

December 2024

Agentic Research Planner

Iterative actor-critic system for automated research project planning - CS329T Fall 2024 Final Project

LLMsRAGAgentic AIActor-Critic+2 more

December 2024

stressed out

Testing where distributed protocols break: network volatility, the 10% packet loss cliff, and single-seeder bottlenecks

BitTorrentMininetNetwork EmulationP2P+2 more

August 2024

Chameleon

Investigating and Overcoming Task-Switching Costs Through A Reinforcement Learning Lens

PythonReinforcement LearningCognitive Science

February 2024

Lingua Franca

Interactive and Adaptive VR Language Learning Game - TreeHacks 2024 Winner

Unity3DVROculus QuestLLM+2 more

2024

better egos 🚧

Self-Driving and Self-Flattering; Crafting a World that Amplifies Your Ego

Reinforcement LearningAutonomous VehiclesWaymo Motion DatasetHonda Research

2024

emotive asl

Emotive Audio; Increasing Expressivity of Text-to-Speech through Facial Emotion Recognition from Videos

Computer VisionTTSDeep Learning

2023

CodeSage

A generative framework mapping 'good' code to 'bad' code

TransformersCode-T5GitHub APIGPT+2 more

2023

Diffusion

Driving Forward; Sampling Latent Diffusion Models for Improved Perception

Diffusion ModelsVAEGANsWaymo Dataset+2 more

2022

Worldview

Enabling convenient access to diversity of perspectives around the world - TreeHacks 2022 Winner

NLPNLTKChrome ExtensionReact+3 more

2019

piezo 🚧

Piezoelectricity; The Future Of Tomorrow - 9th Grade Science Fair Project

PiezoelectricityEnergy HarvestingSMART SystemsScience Fair