The realm of artificial intelligence (AI) is undergoing a profound transformation, driven by the concept of edge computing. Traditionally, AI processing have been performed in massive data centers, creating bottlenecks in terms of latency and bandwidth. Edge AI, however, transforms this paradigm by bringing computing power directly to the edge of d