As technology advances rapidly, the paradigm of centralized computing is facing a compelling alternative: Edge AI. This transformative approach decentralizes intelligence to the very edge of the network, where data is generated and consumed. Leveraging AI models directly on devices such as smartphones, sensors, and industrial robots, Edge AI unlock