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