Mahmoud received a Ph.D. degree in engineering science and technology from University of Liège. He subsequently joined the radiation protection dosimetry and calibration expert group of the Belgian nuclear research center (SCK CEN) as a researcher. His research interests include computational radiation dosimetry, Monte-Carlo simulations, machine-learning and computer vision for dosimetrical applications.