Atri Biswas is a Product Manager at Crio.Do, an EdTech company, where he leads the development of AI-powered products and is actively involved in designing agentic AI workflows and intelligent automation solutions to enhance internal team collaboration and improve user experience. With a strong background in full-stack software engineering and artificial intelligence, he specializes in product strategy, cloud-native application development, and AI-driven systems. A graduate of the Kalinga Institute of Industrial Technology (KIIT), his research interests include applied artificial intelligence, intelligent automation, software engineering, and human-centered AI, with publications in international conferences, including Springer proceedings.