Dipankar Roy is an Assistant Professor in the Department of Computer Science and Engineering (Artificial Intelligence & Machine Learning) at Haldia Institute of Technology, India. He is currently pursuing his Ph.D. in Engineering at AcSIR–CSIR-CIMFR, Dhanbad. His research interests include Artificial Intelligence, Machine Learning, IoT-based intelligent systems, and data analytics. He is actively engaged in academic research, interdisciplinary collaboration, and innovation-driven teaching. With a strong commitment to excellence in higher education, he focuses on integrating theoretical knowledge with practical applications to enhance student learning and contribute meaningfully to advancements in engineering research and professional practice.