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utoprey/README.md

Hi, I'm Kathy 👋

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Working at the intersection of deep learning and neuroscience — making brain signals tractable for machine learning models.

I am:

  • 🧠   Studying generative modeling for neuroimaging (EEG, fMRI)
  • 🔬   Interested in self-supervised learning, discrete representations, cross-modal alignment
  • 🤝   Open to research discussions and collaborations

Stack

Python   PyTorch   Jupyter   MATLAB   Git   VSCode   LaTeX

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  1. Rest2Task Rest2Task Public

    Jupyter Notebook 1

  2. CogniNet CogniNet Public

    Skoltech ML course Final Project

    Jupyter Notebook 8 3

  3. Multimodal-models-with-Narrow-Domain Multimodal-models-with-Narrow-Domain Public

    This project focuses on fine-tuning multimodal models to enhance their performance in specialized, narrow-domain applications.

    Jupyter Notebook 2

  4. Multimodal-neuroimaging-fusion-models Multimodal-neuroimaging-fusion-models Public

    Multimodal neuroimaging fusion models combining fMRI, structural MRI, and lipidomics data to identify schizophrenia biomarkers

    Jupyter Notebook