I am a postdoctoral researcher in the Department of Biostatistics, Epidemiology, and Informatics at the University of Pennsylvania, working with Li Shen and Qi Long. I am also affiliated with the Center for AI-Enabled Systems: Safe, Explainable, and Trustworthy.

Previously, I was a postdoctoral researcher in the Department of Electrical Engineering and Computer Science at the University of Michigan, hosted by Laura Balzano. I received my Ph.D. in Mathematics from the University of Florida, co-advised by William Hager and George Michailidis.

Research Interests

  • Foundations of Attention Mechanisms and Transformers
  • Mathematical Optimization for Machine Learning
  • High-Dimensional Data Analysis
  • Trustworthy Machine Learning