The intersection 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 diverse range of applications, from autonomous sensors and robots to embedded devices, enabling Energy-effi