Mariam Labib Francies received the M.Sc. and Ph.D. degrees in Electronics and Communication Engineering from the Faculty of Engineering, Mansoura University, Mansoura, Egypt, in 2021 and 2026, respectively. She is currently an Assistant Professor at ElSewedy University of Technology (SUT), Cairo, Egypt. Her research interests include artificial intelligence, machine learning, deep learning, data science, data mining, computer vision, natural language processing, information retrieval, explainable AI, AI for cybersecurity, and smart cities. She has authored and co-authored research papers published in prestigious peer-reviewed international journals and conferences. She has contributed to the academic community through her service as an ad hoc reviewer for several peer-reviewed international journals and conferences.