Patrick Molka
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Completed · 2025

TrueDermis

Full-stack healthcare web app that classifies skin conditions from images using a trained machine learning model.

Highlights

  • Led a team of six to build a full-stack healthcare web app with a React frontend calling Flask REST APIs.
  • Architected the backend to securely fetch a classification model from AWS S3 using Boto3, ensuring versioned model management and reducing local storage dependencies.
  • Trained a skin-disease classification model using TensorFlow, handling data preparation and augmentation.