The landscape of artificial intelligence is progressively evolving, and with it comes a surge in the adoption of edge computing. Edge AI, the deployment of AI algorithms directly on devices at the Real-time health analytics network's edge, promises to revolutionize fields by enabling real-time processing and reducing latency. This article delves in