In the dynamic field of civil infrastructure, culminating projects play a pivotal role in fostering innovation and preparing future engineers for real-world complexities. These intensive academic undertakings provide students with a unique opportunity to apply their acquired skills to address pressing needs facing our infrastructure systems. Caps