The paradigm of artificial intelligence has evolved as we embrace Edge AI. This revolutionary approach extends sophisticated processing capabilities to the very boundary of networks, adjacent to data sources. By executing AI algorithms on edge devices like smartphones, sensors, and embedded systems, Edge AI liberates a new era of real-time insights