Research areas include Data Science & Analytics, Machine Learning & AI, Optimization & Decision Science, Financial Services, Economics & Public Policy.
Focuses on analyzing rare and extreme events using tools from applied probability, optimization, and statistical learning.
Application domains span insurance, finance, telecommunications, distributed/federated learning, congestion and queuing, and social and economic networks.
Associate Professor and Associate Head of Pillar (Graduate Programme) at Singapore University of Technology and Design (SUTD), Engineering Systems and Design (ESD).
Teaches undergraduate courses in Probability, Statistics, Simulation, and Analytics, and graduate courses in Statistical Learning and Stochastic Modeling.
Academic Program Director for the Master of Science in Technology and Design (Data Science).