I am joining the National University of Singapore as an Assistant Professor (with the Presidential Young Professorship award) in July 2021.
I am interested in creating methodological innovations at the intersection of Bayesian Machine Learning, Econometrics, and Causal Inference to address challenging questions in travel/consumer behaviour modeling 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