Dermalytix Active

Mission Brief

Dermalytix Active is a collaborative senior project that applies machine learning and active learning to skin cancer diagnosis through a mobile application.

Objective

Explore decision support for practitioners in provinces where access to specialist dermatologists is limited.

Subject Contribution

I worked with my teammates to build the application’s frontend and backend using Flutter, Python, and Flask, and trained models with PyTorch.

Systems Deployed

Operational Status

Senior project

Collaborative senior project exploring machine learning and active learning for dermatology decision support.