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Traditional classroom attendance systems are inefficient, time-consuming, and highly vulnerable to proxy attendance. Manual roll-calling wastes valuable lecture time and provides no real-time analytics or automated reporting. Institutions lack a secure, intelligent, and scalable solution that ensures authentic student presence while