Ph.D. Civil Engineering - Senior Research Engineer focused on the role of ESG in the infrastructure sector. Her experience spans the fields of hydrology, climate adaptation and water policy. She completed her PhD from the National University of Singapore. Her dissertation titled ‘Infrastructure Investment under Deep Uncertainty’ focused on decision-making pertaining to infrastructure investments under climatic and anthropogenic uncertainties. She holds a master’s degree in Hydraulic Engineering and Water Resource Management also from the National University of Singapore.