Amrit Kumar is an academic professional with over four years of teaching experience in the field of Artificial Intelligence and Machine Learning. He has taught core and advanced subjects related to AI & ML, focusing on both theoretical foundations and practical applications. His areas of expertise include optimisation techniques, image classification, and machine learning model development, with a strong emphasis on problem-solving and analytical reasoning. Amrit actively engages in academic instruction, student mentoring, and the development of structured learning resources. As part of his professional development, he successfully completed the “Oracle Apps Technical” programme organised by Wipro Limited, enhancing his technical and industry-orientated skill set. He is currently pursuing a Ph.D. from NIT Jamshedpur, where his research interests align with advanced AI methodologies and intelligent systems.