Jiayi Guo is currently a Ph.D. student in the Actuarial and Risk Management Sciences Program. Before she joined the doctoral program, she obtained her Master’s degree in Predictive Analytics & Risk Management at the University of Illinois. Her research interests focus on climate risk within actuarial science. She is a graduate supervisor for Data Innovation and Consolidation projects at the IRisk Lab now.