The emergence of edge AI is disrupting the technological landscape, bringing computation and intelligence closer to the data. This paradigm shift empowers real-time decision-making, reduces latency, and optimizes bandwidth. Edge AI employs powerful algorithms trained on vast datasets to perform complex tasks directly on edge devices, eliminating th