Prof. M. Praveena is an Assistant Professor in the Department of Computer Science and Engineering at Gopalan College of Engineering, Bangalore. She has over nine years of experience in teaching, academic coordination, and research at reputed engineering institutions in India. Her research interests include machine learning, deep learning, and computer vision. She has participated in several Faculty Development Programmes, workshops, seminars, and conferences. She has published papers at international IEEE conferences and holds two patents. Her academic interests focus on outcome-based engineering education and applying intelligent computing techniques to real-world engineering challenges through teaching, research, and innovation.