Dr. Namrata Nagpal is a faculty member and Program Leader of BCA at the Amity Institute of Information Technology, Amity University Uttar Pradesh, Lucknow Campus. With 18 years of experience, her research interests include Data Science, AI & ML, Semantic Web, and Ontologies. She has edited five conference proceedings/books with national and international publishers. Dr. Nagpal has published around 40 research papers and book chapters in international journals and conferences, and has authored a reference book on the Unix Operating System. She serves on the Editorial Board of IJIIS, Science Publishing Group, and is a member of professional bodies like IEEE, ISOC, and IAENG.