I’m a master’s student at UC San Diego, where I do research with Professor Zhuowen Tu and Professor Zhiting Hu. I’m working as an Applied Scientist Intern at Typeface this summer, and I worked as a Machine Learning Engineer Intern at Tesla.
My main research interests are in spatial intelligence, autoresearch and world models. I'm particularly interested scene reconstruction/understanding and building environments where agents can autonomously navigate complex research questions across the sciences and materials.
Perception and alignment research for multi-modal content generation.
Anomaly detection on Megapacks.
Spacial Intelligence & Autoregressive Image Generation with Zhuowen Tu.
World Models and Autoresearch with Zhiting Hu.
LLM hallucination reduction for SQL Generation.
Turn academic papers into benchmark tasks for evaluating AI coding agents.
How quantization erodes LLM safety alignment — Llama-2-7B across FP16 / INT8 / INT4.
Spark + Airflow telemetry lakehouse with data-quality metrics and curated ML/BI features.
Wearable sEMG system classifying hand gestures with KNN at ~98% accuracy to drive a toy car.