Namal University Mianwali conducted the Line Following Robot Challenge as part of its semester project evaluation, where teams of three to four students demonstrated applied competencies in feedback control, sensing, and autonomous navigation. The event effectively bridged theoretical concepts with real-world embedded implementation while showcasing precision, optimization, and system integration, thereby reinforcing the university’s commitment to outcome-based, hands-on engineering education.