An AI exam-proctoring platform (Satyapan)
An anti-cheat exam platform used for 2,000+ employees across 100+ tests, with 60% less administrative overhead.
- Computer vision
- Samsung R&D Institute India
- Jul 2023 – Oct 2023
- Shipped
- short entry
An in-house platform for proctored exams: an Android app for candidates, a web portal for examiners, portals for HR and a central server. Face-recognition sign-in, alerts when someone else appears on camera (with safeguards against people walking past), detection of talking, shuffled questions and options, and a locked-down kiosk mode. It won the MD Appreciation Award.
More in computer vision
- Reading damaged barcodes on phonesJul 2022 – Aug 2024
Read 90%+ of damaged barcodes correctly on its damaged test set, where a commercial scanning SDK read 70%, with models trained on 10M+ synthetic images. · Samsung R&D Institute India · Built
- Recognising many faces at once on edge devicesMar 2023 – Aug 2024
A multi-face recognition engine at 99.2% accuracy and 30+ FPS on edge devices, with face search cut from 1,200 ms to 87 ms. · Samsung R&D Institute India · Shipped
- Generative inpainting on a phone's NPU and DSPSep 2024 – Jan 2025
Redesigned a generative inpainting feature, object removal and image completion, so its models fit NPU and DSP latency budgets for the Snapdragon Summit demo. · Qualcomm · Demo
- Telling attention from distraction, with emotion recognitionSep 2023 – Nov 2023
Detects whether a person at a screen is attentive or distracted, at 87% accuracy; checks across frames cut false alarms by 40%. · Samsung R&D Institute India · Shipped