Dr. Ubaida Fatima is an Assistant Professor at NED University of Engineering & Technology, Pakistan. She holds a Ph.D. in Applied Mathematics, with research interests in artificial intelligence, fuzzy logic, complex networks, and data-driven modeling, and their interdisciplinary applications in emerging communication and computational technologies.