The landscape of artificial intelligence continues to be rapidly evolving, with a notable shift towards edge computing. This paradigm brings significant advantages by processing data locally, reducing latency and improving real-time decision-making. Edge AI solutions are increasingly accessible, democratizing the field by enabling organizations of