The landscape of Artificial Intelligence is rapidly evolving, with a significant focus on edge computing. This shift allows computation and data processing closer to the point of data generation, enabling real-time insights. Edge AI addresses challenges associated with latency, bandwidth constraints, and privacy. By deploying AI models directly on