P. S. Suvin is an Assistant Professor at the Department of Mechanical Engineering, NITK Surathkal, specializing in sustainable manufacturing and tribology. He holds a Ph.D. from IISc Bangalore in Tribology and Manufacturing, and his research focuses on green lubrication, surface engineering, machining technologies, and integration of AI/ML in manufacturing. His academic journey includes an M.Tech. in Manufacturing Technology from NIT Calicut and a B.Tech. in Mechanical Engineering from CUSAT. Dr. Suvin's research interests revolve around eco-friendly cutting fluids, ionic liquids, and additive manufacturing techniques for enhanced surface performance. He also explores traditional and nontraditional machining processes with a focus on surface modification and tool-work interactions. With a good publication record in reputed journals and active collaboration across institutions, Dr. Suvin blends experimental work with sustainable technology development. His passion lies in advancing green manufacturing through innovative tribological solutions and mentoring the next generation of engineers and researchers. He can be contacted at suvin@nitk.edu.in. https://orcid.org/0000-0003-1827-0589 http://www.linkedin.com/in/p-s-suvin https://scholar.google.co.in/citations?user=D04QnW0AAAAJ&hl=en