The fusion of artificial intelligence (AI) and edge computing is revolutionizing the way devices operate. Edge AI solutions enable devices to process data locally, minimizing latency and dependence on cloud connectivity. This empowers a broad range of applications, from intelligent sensors and robots to wearable devices, enabling them to make real-