The landscape within artificial intelligence is rapidly evolving, with a notable shift towards edge computing. This paradigm offers significant advantages by processing data on-site, reducing latency and improving real-time decision-making. Edge AI solutions have become increasingly accessible, democratizing the field by enabling organizations of a