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leonardsiegert/README.md

👋 Hi, I'm Leonard Siegert

Machine Learning Engineer with an MSc in Machine Learning, specializing in deep learning, ethical AI, and data science. Passionate about applying AI to challenges in healthcare, energy, and climate.

  • Currently: Actively working on MLOps, learning containerization with Docker, and CI/CD with GitHub Actions.
  • Skills: Python, JavaScript, Machine Learning, Deep Learning, Data Science, Reinforcement Learning, Computer Vision
  • Pinned Projects: human-intestinal-ecosystem, PULPo
  • LinkedIn: leonard-siegert

Outside of tech, I'm a dance teacher and polyglot fluent in 5 languages.

Let’s connect and collaborate on impactful projects!

Pinned Loading

  1. PULPo PULPo Public

    Probabilistic deformable medical image registration capable of uncertainty quantification using a hierarchical variational autoencoder (VAE) architecture. Published at MICCAI 2024 conference.

    Jupyter Notebook 4

  2. human-intestinal-ecosystem human-intestinal-ecosystem Public

    Interactive Flask web app for exploring microbiome data through clustering, taxonomy visualizations, and metadata analysis. Containerized with Docker for reproducible development and production wor…

    Jupyter Notebook 1