One line summary
Best Security Hack winner at MakeUC 2024. Fine tuned YOLOv11 on a 20,000 image dataset, integrated S3 for timestamped evidence, and used Twilio to push WhatsApp alerts with detection metadata to security personnel. Added a web interface for anonymous community incident reporting.
Status
Detailed case study is in progress. The summary above and the metadata in the header are accurate. Architecture diagrams, hardest technical challenges, and full results writeups are being authored in the coming days.
Best Security Hack winner at MakeUC 2024. Fine tuned YOLOv11 on a 20,000 image dataset, integrated S3 for timestamped evidence, and used Twilio to push WhatsApp alerts with detection metadata to security personnel. Added a web interface for anonymous community incident reporting.
Role
ML Engineer.
Stack
- YOLOv11
- AWS S3
- Twilio API
- Python
- OpenCV
Headline metrics
- Best Security Hack, MakeUC 2024 Award
- 20,000 images Training dataset