The realm of artificial intelligence (AI) is rapidly evolving, and a compelling trend is the shift towards edge computing. This paradigm fosters an decentralized approach, bringing computation and data storage closer to the source of where information is generated. This paradigm shift enables real-time processing, reduces latency, and empowers a ne