The terrain of Artificial Intelligence is rapidly evolving, with a particular focus on edge computing. This shift brings computation and data processing closer to the point of data generation, enabling real-time analysis. Edge AI addresses challenges associated with latency, bandwidth constraints, and privacy. By utilizing AI models directly on edg