PhD Student @NUS

I'm a 3rd year PhD student at National University of Singapore (NUS) in Applied Mathematics, advised by Prof. Tan M. Nguyen.

My research interests lie broadly in developing principled frameworks for understanding LLMs. In particular, some of my works design theory-grounded methods to enhance self-attention, gating mechanisms, and, more recently, representation steering for LLM behavior control.

I obtained my BSc in Mathematics from National University of Uzbekistan in 2023.

Research Topics

Deep learning · LLM behavior control · AI alignment