Architecting intelligent systems presents a challenging endeavor. It involves meticulously weaving together diverse components, ranging from sophisticated algorithms to robust hardware infrastructure. The core objective is to enable systems that can adapt from data, infer, and ultimately address complex problems in a impactful manner. A key asp