Bio

I am more than fortunate to be advised by professor Kannan Ramchandran. I am also honored by working with professor Chiwei Yan.

One theme unifies my undergraduate research and academic endeavor: to understand decision-making and machine learning through the lens of statistics, information theory, and optimization. Recent advances in language models and AI open up many research directions in modeling complex, dynamic systems introduced by them. With my background in mathematics and engineering, I seek to answer questions such as how to design multi-agent AI frameworks or how to interpret transformers using foundational statistical tools.