Introduction: Modern Attendance Management with Biometric Systems Managing attendance in offices, schools, and institutions can be challenging without an efficient system. Traditional methods like manual registers or punch cards are not only time-consuming but also prone to errors. This is where biometric attendance machine management systems in Lahore play a crucial role. They offer a

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