Dr. Nirmal Kaur is currently working as an Assistant Professor at the University Institute of Engineering and Technology, India. She holds a Ph.D. in Computer Science and Engineering from I.K. Gujral Punjab Technical University and brings over 19 years of teaching experience. Dr. Kaur has published more than 40 research papers in reputed national and international journals and conferences. She has contributed to the academic community in various capacities, including delivering invited talks, expert lectures, organizing workshops, and serving as a reviewer. Her research interests span Machine Learning, Deep Learning, Sentiment Analysis, and Distributed Computing.