Marco Aurélio Rocha holds a B.Sc., M.Sc., Ph.D., and Postdoctoral degree in Electrical Engineering from São Paulo State University (UNESP), Bauru, Brazil. He is currently an Assistant Professor at the School of Sciences, UNESP, where he teaches and conducts research in Electrical and Computer Engineering. His research interests include embedded systems, electronics, digital signal processing, condition monitoring, and fault diagnosis of electrical machines and industrial systems. His work particularly focuses on non-invasive and non-destructive monitoring techniques, sensor-based data acquisition, signal processing, machine learning, and intelligent approaches for fault detection, diagnosis, and predictive maintenance.