With the growing need for efficient and automated systems in educational institutions and workplaces, attendance management has become an area ripe for technological improvement. Traditional methods of attendance tracking, such as manual roll calls or paper-based systems, are time-consuming, error-prone, and prone to manipulation. To address these challenges, a QR code-based attendance system offers a modern, automated solution that ensures accuracy, speed, and convenience in tracking attendance.