Dr. Subir Gupta, an associate professor in the AI & ML Department at Haldia Institute of Technology, West Bengal, has a PhD from IIEST, Shibpur. With over 24 years of teaching experience, he has authored more than 75 research papers (Scopus/SCI) and holds four patents. Dr. Gupta has also edited two international books and is the solo author of another, significantly contributing to advancements in computer science education and innovation.