Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together complementary components, ranging from sophisticated algorithms to reliable hardware infrastructure. The fundamental objective is to facilitate systems that can learn from data, infer, and ultimately solve complex problems in a meaningful manne