Ashlin Ann Alexander is a Research Associate at the Interdisciplinary Centre for Water Research, Indian Institute of Science. She is also a PhD scholar (advisor: Prof D Nagesh Kumar) in the Department of Civil Engineering, Indian Institute of Science and has submitted her PhD thesis. Ashlin’s research focuses on hydrological modelling especially on parameter estimation, sensitivity analysis, and model structure uncertainty in process-based hydrological models. She has gained experience working with high performance computing and deep neural networks for her research.