Amrita Sarkar is an Assistant Professor in the Department of Computer Science and Engineering at Haldia Institute of Technology, India. She obtained her M.Tech degree from Maulana Abul Kalam Azad University of Technology, West Bengal, in 2022. With a strong foundation in computer science, she is actively engaged in teaching, academic mentoring, and research. Her research interests include Artificial Intelligence, Machine Learning, and Deep Learning, focusing on data-driven and intelligent systems. She is dedicated to integrating emerging technologies into education and guiding students toward innovative research and practical problem-solving in the field of computer science.