I am an independent researcher working at the intersection of artificial intelligence and economics. My work focuses on incentive design for collaborative and decentralized machine learning; preference alignment through preference reconstruction; and bias and mitigation in AI-mediated decision systems, especially in labour market contexts.
Previously, I completed a MPhil in Economics from Oxford, where I was extremely fortunate to work with Prof David Hendry and Prof Jennifer Castle. Prior to Oxford, I earned a B.A. in mathematics-statistics from Columbia University and a B.Sc. (Hons) in computing mathematics from CityU Hong Kong.
Beyond research, I am deeply enamoured with art and cultures, often drawing inspirations in the hidden corners of cities. This passion, dovetailed with my academic interests, culminates in a long-standing hobby of reflecting on societal dynamics, which occasionally inspires me to pen opinion pieces on pressing issues for local newspapers.
MPhil thesis supervised by Prof Sir David Hendry and Dr Jennifer Castle.
In Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), 2025.