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 enable systems that can learn from data, reason, and ultimately solve complex problems in a relevant manner. A k