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Currently working on:

  • πŸ”₯ project-lighter/lighter - a powerful PyTorch Lightning wrapper for streamlined, configuration-driven workflows.
  • 🩻 Self-supervised learning on large unannotated medical imaging datasets
  • πŸ«€ Biomarker discovery through heart substructure segmentation

My previous work:

  • πŸŒ†βž‘πŸŒƒ GAN image-to-image translation for adaptive radiotherapy through CBCT-to-CT translation. My team and I developed ganslate-team/ganslate framework to allow us for easier prototyping, extensibility, and experiment tracking of our image-to-image translation projects.

  • πŸŽ™οΈπŸ‡ΊπŸ‡ΈπŸ‡­πŸ‡·πŸ‡ͺπŸ‡ΈπŸ‡«πŸ‡· Speech-to-speech translation combining Google Cloud API with a recurrent convolutional network for language identification. The web app demo can be found on the right.