Attendance tracking is a critical process in educational institutions, workplaces, and events, yet traditional methods often suffer from inefficiencies, inaccuracies, and delays. This paper presents a QR code-driven attendance tracking system designed to streamline the process, enhance accuracy, and reduce manual effort. By leveraging QR code technology, the proposed system allows participants to mark their attendance through a quick scan using their mobile devices or designated scanners.