Sherif Seha received his Ph.D. degree from the Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Canada, in 2021 with a specialization in signal processing. He also received his M.Sc. degree in the same specialization from the Electrical Engineering Dept., Assiut University, Egypt, in 2015. His research interests include biometrics using bio-signals like Electroencephalogram (EEG or brainwaves) and Electrocardiogram (ECG), biomedical signal processing, time and frequency analysis of biomedical signals, and machine learning. During his time as a graduate student, Sherif has authored and co-authored over 20 scientific publications in highly prestigious journals and conferences like IEEE TIFS, Neurocomputing, ICASSP, and ICB.