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hannesk95/README.md

Welcome, Servus, and Hello, I'm Hannes! 👋

About Me

👨🏻‍💻 M.Sc. Graduate in Electrical- and Computer Engineering from Technical University of Munich (TUM).

🔭 PhD Candidate at the Institute of Computational Imaging and AI in Medicine, Technical University of Munich.

💼 Research Associate in the AI in Radio-Oncology Research Group, TUM University Hospital Rechts der Isar.


Email LinkedIn Website Google Scholar

Tech stack

Programming Languages

Python C++ C Java Bash SQL

Machine Learning, Deep Learning & Computer Vision

PyTorch PyTorch%20Geometric TensorFlow scikit-learn SimpleITK

Experiment Tracking & Model Registry

MLflow Weights%20%26%20Biases TensorBoard

Development Infrastructure & Tools

Git pytest Linux Slurm NVIDIA Enroot Docker 3D Slicer GitHub Copilot

Pinned Loading

  1. OmniSlicer OmniSlicer Public

    [Python PyPI] TomoGraphView: 3D Medical Image Classification with Omnidirectional Slice Representations and Graph Neural Networks

    Python 3

  2. DINOv2GNN DINOv2GNN Public

    [Paper] Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification?

    Python 9 2

  3. ExplainingAnatomicalShapeVariability ExplainingAnatomicalShapeVariability Public

    [Paper] Explaining Anatomical Shape Variability: Supervised Disentangling with a Variational Graph Autoencoder

    HTML 4 2

  4. ClassificationForAdditiveManufacturing ClassificationForAdditiveManufacturing Public

    [Student Project] Deep learning project for predicting whether a 3D model is suitable for 3D printing.

    Jupyter Notebook 1

  5. DistributedDynamicProgrammingOpenMPI DistributedDynamicProgrammingOpenMPI Public

    [Student Project] Asynchronous value iteration implemented with OpenMPI, featuring multiple strategies and performance benchmarks.

    C++

  6. ConsumerProducerModel ConsumerProducerModel Public

    [Student Project] C++ multithreaded renderer for the Barnsley fern, using a producer–consumer architecture.

    C++