Architecting intelligent systems presents a challenging endeavor. It involves meticulously weaving together diverse components, ranging from advanced algorithms to fault-tolerant hardware infrastructure. The essential objective is to empower systems that can adapt from data, deduce, and ultimately solve complex tasks in a relevant manner. A key