Projects worth a close look.

A mix of a production capstone, applied ML research, and shipped mobile apps.

AlertRoad

Road-risk scanning and mapping platform for LGUs with dual YOLOv8 models plus a Random Forest classifier turn dashcam footage into a live risk map city staff can act on.

Nxtgen

Road-risk scanning and mapping platform for LGUs with dual YOLOv8 models plus a Random Forest classifier turn dashcam footage into a live risk map city staff can act on.