Dr. Priyanka P. Shinde is an accomplished academician and researcher with 15 years of teaching experience. She currently serves as an Assistant Professor at Government College of Engineering, Karad. She holds a Ph.D. in Computer Science and Technology from Shivaji University, Kolhapur. Her academic and research contributions include five granted patents, four books in computer science, and over 60 research articles published in various national and international journals. Over the past three years, she has guided four research scholars in the fields of machine learning, artificial intelligence, and data science. She is a life member of the Association for Computing Machinery (ACM) and the Computer Society of India (CSI). She has received the Academic Excellence Award and the Best Teacher Award in recognition of her contributions to education, research, and student development.