Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together interconnected components, ranging from sophisticated algorithms to robust hardware infrastructure. The fundamental objective is to facilitate systems that can adapt from data, infer, and ultimately tackle complex challenges in a impactful mann