Dr. Anas HAD completed his Ph.D. at Chouaib Doukkali University in El Jadida, where he specialized in signal processing with applications in both mechanical and biomedical fields, successfully defending his thesis in late 2019. He then embarked on a one-year postdoctoral fellowship at the LASPI laboratory at IUT de Roanne, focusing on groundbreaking projects in mechanical diagnostics, particularly involving instantaneous speed and vibrational analysis of planetary gearboxes. Currently, he serves as an assistant professor at Jean Monnet University, affiliated with the LASPI laboratory. Here, he passionately teaches courses on signal processing, time-frequency analysis, and sensor instrumentation. His current research delves into advanced topics such as vibrational diagnostics of rotating machinery, instantaneous angular speed, cyclostationarity, and the analysis of biomedical signals.