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ValerijanPro/README.md

Hi there 👋

My name is Valerijan and I am a computer vision / ML engineer with a strong research background (PhD) working on building robust machine learning systems and non-trivial vision problems under real-world constraints.

My interests lie at the intersection of computer vision, visual attention (eye-tracking), representation learning, and robustness/security of ML systems.

Currently:

  • PhD track in AI (robustness & security)
  • Research collaboration with École Polytechnique (Paris)
  • Working on dataset ownership verification and poisoning attacks

I have worked on:

Tech

Python • PyTorch/TensorFlow • OpenCV • React • Unity (C#) • Git

Contact

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  1. eye-tracking-image-memorability eye-tracking-image-memorability Public

    My Master Thesis at Ecole Polytechnique at Nantes University focused on the prediction of image memorability from eye-tracking data using machine learning

    Jupyter Notebook 1

  2. satellite-image-segmentation-advanced satellite-image-segmentation-advanced Public

    Adapting image segmentation SAM-2 model to European Sentinel-2 and PlanetLabs satellite imagery for the north region of Serbia

    Python

  3. mathematical-equation-recognition mathematical-equation-recognition Public

    Segmenting and recognizing mathematical characters from inkml files, "CROHME" competition based

    Python

  4. unity-AR-3D unity-AR-3D Public

    An augmented reality application for interactive 3D data visualization.

    C# 1

  5. medical-3d-nrrd-classifcation medical-3d-nrrd-classifcation Public

    Classification of 3D medical images in NRRD format using deep neural networks

    Jupyter Notebook

  6. family-tree-generator-app family-tree-generator-app Public

    Family tree generator

    TypeScript