Dr. Shiny Irene D. is a distinguished author and researcher in the field of Computer Science and Engineering, currently serving as an Assistant Professor at SRM Institute of Science and Technology in Kattankulathur Campus, Chennai, India. She received her B.E. (2011), M.E. (2013), and Ph.D. (2021) degrees from Anna University. Dr. Irene has over nine years of teaching experience and is passionate about engaging students and simplifying hard subjects. Her research interests include Medical Decision Support Systems, Knowledge-Based Systems, Neural Networks, Data Mining, and Machine Learning, with over 25 publications in reputable journals and conferences.