Ph.D. in Analytics and Operations
National University of Singapore, 2021–2026
Supervisor: Prof. Chung-piaw Teo
Co-Supervisor: Prof. Xiaobo Li
My research studies operational bottlenecks in revenue-generating decision systems. I develop learning, optimization, and modeling frameworks for settings where classical pricing, revenue management, and choice models break down because firms face menu-dependent choice, customer lifecycle effects, finite memory, perception-based competition, or context-dependent outside options.
My work combines theoretical guarantees with empirical and industry-grounded validation in airlines, retail, mobility platforms, and online marketplaces.
National University of Singapore, 2021–2026
Supervisor: Prof. Chung-piaw Teo
Co-Supervisor: Prof. Xiaobo Li
Columbia University, September–December 2024
Host professor: Prof. Will Ma
The Chinese University of Hong Kong, Shenzhen, 2017–2021