Dr. Iram Naim received the B. Tech. degree from M. J. P. Rohilkhand University, Bareilly, in the year 2007. She did M. Tech from Aligarh Muslim University, Aligarh in the year 2011 and Ph. D. from Indian Institute of Technology (IIT), Roorkee in the year 2019. Currently, she is Assistant Professor in the Department of Computer Science and Information Technology, MJP Rohilkhand University in Bareilly, Uttar Pradesh. She has published over 25 referred journals and conference papers. She works in the area of Recommender System and Predictive Analytics, Data Science and Data Mining.