I am a Presidential Young (Assistant) Professor at the National University of Singapore.
I am interested in creating methodological innovations at the intersection of Bayesian Machine Learning, Econometrics, Causal Inference, and Computational Psychology to address challenging questions in travel/consumer behaviour modeling, value-based decision making, and traffic safety.
My interdisciplinary research primarily encompasses the following research themes:
Approximate Bayesian Inference
Semi-parametric non-linear models
Causal inference in behavioral models
Choice experiment design
The main application areas are (but not limited to):
Consumer preferences for emerging technologies
Transit demand modeling