Dr. Ferheen Ayaz is a motivated academic and researcher specializing in AI-driven security, intelligent transportation systems, and sustainable energy exchange, with a strong focus on electric vehicles, edge computing, and vehicular communications. Her expertise spans secure AI, blockchain, TinyML, reinforcement learning, and quantum-inspired optimization for energy-efficient and resilient networks. She has extensive experience in teaching, research leadership, project supervision, and international collaboration. Actively engaged in professional service and community leadership, she contributes to advancing equality, innovation, and industry–academia partnerships. Her work bridges theory and practice to support secure, net-zero, and future-ready transportation and communication ecosystems.
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