Adamaria Perrotta is a lecturer in Financial Mathematics and Computational Finance and the Head of the BSc in Financial Mathematics in the School of Mathematics and Statistics at University College Dublin. Her research interests are in modelling credit risk and model risk and Third level Mathematics Education. Her research interests span: Model Risk in Finance, Casual Approaches for early prepayment risk, Machine Learning approach for predicting loan defaults in traditional and Peer-to-Peer (P2P) Financial Ecosystems, Digital Advertising market risk, Financial Mathematics education, Computational Finance Education, Digital learning environments, Problem posing and solving, Computational thinking, Technology-enhanced learning.