Paul is a Postdoctoral Researcher in Prof. Ece Özkan Elsen's AICH group. His research focuses on quantifying and propagating uncertainty in machine learning models along the entire diagnostic pipeline. His work aims to guide clinical decisions and ultimately improve the trustworthiness and transparency of AI applications in pediatric medicine. He completed his PhD in Machine Learning as part of the International Max Planck Research School for Intelligent Systems (IMPRS-IS) at Christian Baumgartner's Machine Learning in Medical Image Analysis Group at the University of Tübingen and the University of Lucerne.