Duarte Miguel Folgado is a Scientist of the Intelligent Systems Group at Fraunhofer Portugal AICOS. He received his MSc in Biomedical Engineering from the NOVA School of Science and Technology, and he is currently a PhD candidate. His main research interests include knowledge extraction, signal processing, machine learning, deep learning, and explainable artificial intelligence applied to time series. He has expertise in biomedical data and human motion analysis based on inertial sensors, particularly in developing quantitative methods to support workplace evaluations in large manufacturing environments.