SENTRI
Visitor patterns, beyond an entry log.
A residential-security prototype combining visitor history, explainable trust scoring, and an ESP32-CAM edge unit.
Live product demo
What I built
A visitor register records entries but gives a guard little help spotting unusual repeat behavior.
- Combined visit frequency, timing, host diversity, and repeat-denial patterns into a trust-score engine.
- Built a dashboard for visitors, access events, anomalies, and edge devices.
- Integrated an ESP32-CAM with a Flask/OpenCV console. The website uses demonstration data; no deployment or accuracy claim is inferred.
Tools: Next.js, React, Python, Flask, OpenCV, ESP32-CAM.
Website & project links
- SENTRI website ↗https://sentri-0011.vercel.app
- Public repository ↗https://github.com/https-shubhamsahu/sentri
About the builder
Shubham Sahu is an engineering student and builder in Mumbai, working across embedded systems, robotics, AI tools, and web and mobile applications. He co-founded Aurigen.
Shubham Sahu’s official profile and social accounts ↗