Dr. Abeyram M. Nithin is an academician and researcher specializing in manufacturing engineering, materials science, and machine learning applications in manufacturing. He received his Ph.D. in Mechanical Engineering from the National Institute of Technology Warangal in 2022. His doctoral research focused on constitutive modelling and machine learning-based prediction of microstructure and mechanical properties of thixo-extruded Al-Si alloys. His research interests include machine learning and deep learning applications in manufacturing, microstructure characterization, image processing, friction welding, powder metallurgy, and computer-aided engineering. He has published research articles in reputed international journals, including Materials Characterization, International Journal of Advanced Manufacturing Technology, Engineering Reports, and Silicon. His research integrates computational modelling, experimental investigations, and artificial intelligence techniques to address challenges in advanced manufacturing and materials engineering. He has experience in teaching, academic coordination, and interdisciplinary research. He is currently serving as an Assistant Professor in the School of Computer Science and Artificial Intelligence at SR University, Warangal.