Automated Student Attendance Monitoring & Analytics
Mobile + QR + AI Hybrid Attendance System
About the Problem
Traditional attendance systems waste valuable teaching time and are prone to proxy fraud. Manual roll calls disrupt lectures and create administrative burden.
Proposed Solution
Revolutionizing attendance management with QR + AI hybrid technology
Smart QR Check-in
Students scan dynamic QR codes that refresh every 30 seconds, ensuring real-time attendance tracking with zero proxy possibilities.
AI Anti-Proxy Validation
Advanced facial recognition and behavioral analysis prevents proxy attendance with 99.9% accuracy using AWS Rekognition.
Location + Network Verification
Multi-layered verification using GPS coordinates and college WiFi network authentication to ensure on-campus presence.
Real-time Analytics Dashboard
Comprehensive dashboard with attendance trends, defaulter lists, and predictive analytics for better decision making.
Technical Approach
Scalable, secure, and open-source stack powering real-time attendance intelligence.
Flutter
Cross-platform mobile app for students & faculty with offline-first sync.
Firebase
Realtime NoSQL DB, auth, and cloud functions for instant notifications.
Node.js
Micro-services for QR generation, face-match API, and analytics pipeline.
AWS Rekognition
Deep-learning face comparison to block proxy attempts in under 2 seconds.
OpenCV
On-device QR detection and liveness checks for ultra-fast performance.
Power BI
Interactive dashboards for HODs, principals, and ministry-level reporting.
Feasibility & Viability
Scalable, low-cost, and ready for deployment across campuses nationwide.
Scalability
Cloud-native architecture supports thousands of concurrent check-ins across multiple campuses without performance loss.
Low-Cost Deployment
Leverages existing smartphones and campus Wi-Fi—no expensive hardware, minimal setup fees, and pay-as-you-scale pricing.
Proven Challenges & Strategies
Addresses network outages with offline QR caching and AI proxy detection with 98% accuracy, ensuring uninterrupted attendance.
Impact & Benefits
Transforming education with transparent attendance and digital efficiency.
Transparency
Real-time, tamper-proof attendance records for students, parents, and administrators.
Fraud Prevention
AI-powered anti-proxy validation ensures only genuine students mark attendance.
Time-Saving
Automation reduces manual attendance time from 10 minutes to 30 seconds.
Digital Efficiency
Eliminates paper-based attendance and manual data entry, reducing errors by 99%.
Team
Passionate student developers bringing innovation to campus life.
Aisha Khan
Lead Developer & AI Engineer
Specializes in computer vision and machine learning
Rohit Sharma
Backend Developer
Expert in Node.js and cloud architecture
Priya Patel
Flutter Developer
Cross-platform mobile app specialist
[Your Name]
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[Your Name]
Open Position
Join our winning team!
[Your Name]
Open Position
Join our winning team!
Team Corbett
Representing our institution at Smart India Hackathon 2025 with a shared passion for building impactful solutions for education.