The proliferation of Internet of Things (IoT) devices has generated a deluge in data, often Ai edge computing requiring real-time processing. This presents a challenge for traditional cloud-based AI systems, which can experience latency due to the time required for data to travel to and from the cloud. Edge AI emerges as a transformative solution b