Fabian Roth received the B.Sc. and M.Sc. degrees in Business Informatics from Trier University of Applied Sciences, Trier, Germany. He is currently a scientific employee and doctoral candidate at the Chair of Anthropogenic Material Cycles (ANTS), RWTH Aachen University, Aachen, Germany. His research focuses on sensor-based quality control of pre-concentrated non-ferrous metals from shredded WEEE, including deep learning such as object detection and instance segmentation. His work aims to develop AI-driven methods for material characterization, quality monitoring, and process optimization to improve the efficiency of recycling processes.