Dr. Sitanath Biswas is the Head of the Departments of CST and AIML at JIS College of Engineering, with over 20 years of experience in teaching, research, and academic administration. He holds a Ph.D. in Computer Science and Engineering and is a certified Change Management Professional (CMI). His expertise lies in Artificial Intelligence, Machine Learning, and Natural Language Processing (NLP). He has authored over 20 research publications, published 7 books, and holds around 20 Indian patents. A committed academic leader, Dr. Biswas is known for driving innovation, fostering research, and bridging theoretical knowledge with practical applications in emerging technologies.Dr. Sayan Chakraborty is an Assistant Professor in the Department of Computer Science and Technology at JIS College of Engineering, Kalyani, West Bengal. He earned his Ph.D. in Image Registration from Sikkim Manipal University in 2023 and holds both M.Tech and B.Tech degrees from JIS College of Engineering. With over 11 years of academic experience, he also worked as a Visiting Engineer at Global Biomedical Technologies, California, USA. His research interests include medical image processing, nature-inspired algorithms, and machine learning. He has published over 65 research papers, served on editorial boards, and is a Senior Member of IEEE.