Dr. Shahnaz Fatima is an Associate Professor at the Amity Institute of Information Technology, Amity University Uttar Pradesh, Lucknow. Her research interests span Human–Computer Interaction, Software Engineering, Data Mining, Deep Mining, the Semantic Web, Edge Computing, and the Internet of Things (IoT). She actively supervises doctoral researchers and postgraduate students, contributing to the development of young scholars in computing and interdisciplinary domains. Dr. Fatima has published extensively in Scopus-indexed venues as well as other national and international journals and conferences. She has edited the books Distributed Computing to Blockchain: Architecture, Technology and Applications (Elsevier; Scopus-indexed) and Implementing Enterprise Cybersecurity with AI (IGI Global), and is the author of Python for Bioinformatics. She is a member of the International Association of Computer Science and Information Technology (IACSIT) and the International Association of Engineers (IAENG).