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