The problem
Assistance for senior citizens can be claimed by the wrong person. Staff need a quick way to confirm identity at the counter.
What I did
- Built the Register Senior Citizen and Capture Facial Data use cases.
- Worked on face matching with a tunable match threshold and a liveness check.
The hard part
Face matching that is strict enough to reject a printed photo but still works in bad lighting.
Result
All ten use cases built, with 44 unit tests and 46 Playwright tests passing.