In the concluding phase of their civil engineering education, students embark on a demanding capstone design. This endeavor focuses on developing innovative and eco-friendly infrastructure approaches to address the pressing needs of modern society. Through this hands-on learning opportunity, students integrate their theoretical knowledge with real-