Dr. Chandni Magoo, Associate Professor and Associate Head, in Department of Computer Science & Technology, Manav Rachna University, is a passionate educator, researcher with over two decades of experience in teaching, research, academic leadership, and technology-driven learning. Holding a Ph.D. in Computer Science and Engineering, she has dedicated her career to advancing knowledge and fostering innovation in the fields of Artificial Intelligence, Machine Learning, Deep Learning, and Natural Language Processing. Her research initiatives have focused on solving societal and environmental challenges through technology-enabled solutions, demonstrating a strong commitment to creating meaningful impact through research and innovation. She has also been associated with startup and entrepreneurship initiatives that promote the development of technology-based products and solutions. Beyond her research accomplishments, Dr. Magoo has played a significant role in promoting academic excellence, quality assurance, and outcome-based education. She has been actively involved in curriculum development, academic planning, accreditation activities, and the implementation of innovative teaching-learning practices. Her efforts have consistently focused on enhancing student learning experiences and preparing learners for the rapidly evolving technological landscape. She has successfully mentored student projects, research activities, international collaborations, and industry-oriented training programs, encouraging learners to develop critical thinking, creativity, and problem-solving abilities. Her mentorship has empowered many students to pursue excellence in academics, research, and professional careers.