The arena of artificial intelligence (AI) is undergoing a profound transformation, driven by the concept of edge computing. Traditionally, AI operations have been concentrated in massive data centers, creating limitations in terms of latency and bandwidth. Edge AI, however, disrupts this paradigm by bringing intelligence directly to the edge of dat