Nida Khalil is a Computer Engineer and currently pursuing a PhD at Sir Syed University of Engineering & Technology (SSUET), Pakistan. Her research focuses on artificial intelligence and its applications in education, healthcare, and emerging technologies. She has authored several research publications in both journals and conferences. Her PhD work involves in advanced techniques such as Generative Adversarial Networks (GANs), Federated Learning, and data balancing methods for developing intelligent predictive systems. She serves as Vice Chair of IEEE Women in Engineering (WIE), Karachi Section, and as an Advisor for IEEE WIE at SSUET, contributing actively to academic and research dissemination initiatives. She has been selected for the Erasmus+ mobility program at Politecnico di Milano, Italy, where she is engaged in advanced research activities, academic collaboration, and knowledge exchange. This opportunity enables her to work with international researchers, enhance her expertise in artificial intelligence, and contribute to ongoing research in areas such as data-driven modeling, and emerging technologies.