Tim Düe is a research associate at the Department of Communications Engineering at the University of Bremen and is pursuing his Ph.D. He obtained both his B.Sc. and M.Sc. in Systems Engineering from the University of Bremen in 2021 and 2023, respectively. His research focuses on the applications of Machine Learning in Non-Terrestrial Networks (NTN), particularly on developing fault-tolerant methods to address the challenges posed by cosmic radiation. The goal of his work is to expand the applicability of NTN, contributing to the ongoing advancement of reliable global communication.