
KMITL Smart Bin
The Context
Designed and delivered a gamified waste sorting experience for KMITL in just 2 days, working directly with engineers to create an engaging, educational app that encourages proper recycling behavior.
Key Contribution (01)
Designed the end-to-end AI interaction flow
Created the full user journey—from scanning waste with AI to selecting bins and receiving feedback—ensuring the experience felt intuitive and engaging.

Key Contribution (02)
Collaborated directly with engineers
Worked hands-on with the engineering team to integrate AI detection, test model output, and refine timing/feedback for real-time interaction.

