[Role]
Assistant Project Manager / IoT Engineer[Date Accomplished]
April 2026[Description]
An IoT-Enabled and YOLOv8n-Integrated CCTV System for Community-Based Incident Detection and Rapid Response in Urban Environments.1 / 5
[Contribution]
- Developed the Urbanwatch Admin website for the Barangay’s BCCMO Officer using Laravel and InertiaJS.
- Created reusable front-end UI components to ensure a consistent and cohesive user experience across the application.
- Developed the Urbanwatch IoT Box using a Raspberry Pi 5.
- Implemented the Isolation Forest machine learning algorithm with Scikit Learn and Numpy for environmental data adaptation.