Architecting intelligent systems presents a unique endeavor. It involves strategically weaving together diverse components, ranging from powerful algorithms to fault-tolerant hardware infrastructure. The fundamental objective is to empower systems that can adapt from data, deduce, and ultimately address complex tasks in a relevant manner. A key