Mohammad Zavid Parvez is a researcher and academic with expertise in Machine Learning, Data Science, Cybersecurity, and Biomedical Signal and Image Analysis.W ith over 16
years of research experience and more than 65 peer-reviewed publications, he has contributed significantly to artificial intelligence and digital health. His research interests include federated learning, health analytics, and AI applications in smart systems and
cybersecurity.