المشاريع
mobile
Attendance App
React Native (Expo)NativeWindExpressJSS3MongoDBAWS Rekognition
98%+
Accuracy
<3s
Check-in
500+
Users
FullStack
Role
التحدي
Manual attendance tracking was error-prone, time-consuming, and easy to falsify.
المنهجية
React Native (Expo) mobile app with NativeWind, ExpressJS backend, S3 for image storage, AWS Rekognition for face matching, MongoDB for records.
النتائج
Automated attendance for 500+ users. Face recognition accuracy above 98%. Check-in under 3 seconds.
الدروس المستفادة
Camera quality and lighting significantly affect recognition rates. Offline fallback is essential for reliability.