Debrupa Palit is an accomplished academician serving as an Assistant Professor, Computer Application Department in the prestigious Narula Institute of Technology, a NAAC ‘A grade’ accredited and NIRF ranked college since 2003. Currently pursuing a Ph.D. in the Department of Electronics and Communication Engineering from NIT Durgapur, West Bengal. Her research interests encompass a wide range of topics, including Protein Sequence Comparison and Machine Learning in the field of Biomedicine. She is the author of two books, has numerous indexed publications, and holds several Indian patents, along with one granted copyright. Her academic journey is characterized by a relentless pursuit of excellence, marked by her contributions to both the academic and research spheres. Her tenure at Narula Institute of Technology has been distinguished by her commitment to nurturing the next generation of IT professionals and her dedication to promoting academic excellence. As she continues her doctoral studies, she remains deeply engaged in pushing the boundaries of knowledge and contributing to the advancement of her field.