Back to Projects PresenSee
PresenSee is a facial-recognition attendance system aimed at educational institutions that need more reliable check-ins than manual roll call.
Overview
The stack pairs a Laravel backend and MySQL with Python/Dlib for face matching, and a Flutter client for on-device capture and attendance flows.
My Role
I worked across product and engineering touchpoints: attendance UX on mobile, integration with recognition services, and validating that false positives/negatives stayed within acceptable bounds for classroom use.
Notes
A longer write-up is still in progress. Reach out if you want a deeper dive into the recognition pipeline or mobile UX.
PresenSee is a facial-recognition attendance system aimed at educational institutions that need more reliable check-ins than manual roll call.
Overview
The stack pairs a Laravel backend and MySQL with Python/Dlib for face matching, and a Flutter client for on-device capture and attendance flows.
My Role
I worked across product and engineering touchpoints: attendance UX on mobile, integration with recognition services, and validating that false positives/negatives stayed within acceptable bounds for classroom use.
Notes
A longer write-up is still in progress. Reach out if you want a deeper dive into the recognition pipeline or mobile UX.