Neelum Noreen received her B.S. degree in Computer Science and B.Ed. degree from Hazara University, Mansehra, Pakistan, in 2007 and 2009, respectively. She earned her M.S. degree in Computer Science from COMSATS University, Abbottabad, Pakistan, in 2011. In 2022, she received her Ph.D. degree in Informatics from Malaysia University of Science and Technology. Dr. Noreen has served as a faculty member and research assistant at various institutes and universities. She has published articles in reputable journals and conferences. Her research interests include the applications of machine and deep learning in image processing, healthcare, cybersecurity, Internet of Things (IoT), Internet of Medical Things (IoMT), Industrial Internet of Things (IIoT), data analytics, and networks. Dr. Noreen is currently supervising MS theses at the School of Information Technology, Whitecliffe College, New Zealand.