Ghost Nets Locator App
THE APPROACH
I began by prototyping the interface in Figma, aligning with the startup’s defined colour palette and brand system to ensure visual consistency. The focus was usability: simplifying technical satellite data into clear, actionable insights for non-technical field users.
THE SOLUTION
Developed a 98% accurate ML image classification model to enhance ghost net detection
Designed and implemented a responsive web app for data access and filtering
Built filtering tools to allow rangers to sort detections by location and confidence level
Designed a mobile app version to support field use (prototyped)
THE RESULT
The platform successfully transformed raw environmental monitoring data into a usable decision-support tool, improving accessibility and operational efficiency for real-world marine conservation efforts.
