AI-Based Attendance Management

Overview

• Objective: Reduce manual roll calls by piloting a computer-vision attendance workflow for classrooms and offices.
• Approach: Prototyped a face-embedding pipeline with human-activity detection, pairing camera streams with a secure database to log presence within seconds.
• Impact: Demonstrated a 90%+ recognition accuracy in controlled tests and highlighted opportunities to integrate with HR and learning management systems.

Tools & Techniques

Python · OpenCV · TensorFlow · RESTful APIs · Cloud storage design