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To Do #165
closedBiometric Access Sharing Detection POC
Start date:
10/11/2025
Due date:
10/20/2025
% Done:
100%
Estimated time:
Prioritization:
P0
Description
Task Description
Create a Proof of Concept solution to detect when multiple unauthorized people enter the gym using a single paid member's biometric access. The problem occurs when a paid gym member scans their biometric to enter, but additional non-paying people follow them through the door without their own scans. Build a working prototype that can automatically detect and flag such violations to help gym management prevent revenue loss from unauthorized access.
Available Infrastructure
- CCTV cameras installed at entry/exit points and inside the gym
- Biometric access system for members
- Member profile photos during joining
Acceptance Criteria
- POC includes comprehensive test data preparation (CCTV videos, biometric logs, member photos)
- POC can process test data to detect multiple entry violations where more people enter than biometric scans indicate
- Working prototype with basic reporting functionality
- Solution operational cost < 2000 Rs/month (including infra cost & solution specific expenses) with zero or less maintenance
- Technical documentation of approach and implementation
Actions