I am an assistant professor in the Department of Industrial Engineering of UNIST with a joint appointment in Artificial Intelligence Graduate School (AIGS). 

Before joining UNIST, I was a Marie Skłodowska-Curie postdoctoral researcher in the School of Mathematics at the University of Edinburgh. I completed my PhD in the Department of Industrial Engineering at KAIST.

My research interests include stochastic analysis, stochastic optimization, machine learning/deep learning algorithms, and their applications in OR/MS/finance. 

Some of my current research projects are:

• Stochastic Optimization, Nonconvex Optimization, Multi-objective Optimization

• Neural SDEs 

• Physics-informed AI

• LoRA and zeroth-order optimization for domain-specific LLMs

• Financial Engineering