Architecting intelligent systems presents a unique endeavor. It involves meticulously weaving together complementary components, ranging from powerful algorithms to fault-tolerant hardware infrastructure. The core objective is to facilitate systems that can learn from data, reason, and ultimately solve complex problems in a relevant manner. A k