Tian Ning is a fresh graduate of the Asian School of the Environment, Nanyang Technological University. She completed her degree in Environmental Earth Systems Science (Geoscience specialisation). Her final year thesis explores the uncertainties in flood exposure modelling in data-scarce areas and their impacts on flood risk assessments.

As a research assistant in the Disaster Analytics Lab, she is currently continuing her work on understanding the uncertainties in flood exposure modelling. She is also looking to explore innovative ways to quantify exposure.