Academic prototype by Jafar Irfan under Dr. Rayees Dar. Register students, capture photo or webcam attendance, organize classes and subjects, and review lecture records. Processing stays local. Starts with zero students. Internet is required for model downloads. Recognition thresholds are provisional; teacher review is required. Reliable recognition through face coverings and liveness detection have not been established.