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benedikt-samwer/README.md

Hi, I'm Benedikt 👋

Venture Fellow at Spira Labs and Picus Capital, with an MSc in Applied Computational Science and Engineering from Imperial College London. I like building ML systems for real world and scientific problems.

  • 🔬 Interests: ML & AI, representation learning, optimization, scientific machine learning
  • 💻 Mainly using: Python, C++, PyTorch, CUDA, MPI, Docker, Git
  • 🌍 Based in Munich, previously in London and Boston
  • 🌐 Languages: German, English

Featured projects

  • 🧠 Early pancreatic cancer detection on CT Harvard Thesis
    3D CNN and radiomics models for pre diagnostic CT, focused on calibration, uncertainty, and clinical usability.

  • 🌍 Full waveform inversion for geophysics Imperial
    Numerical optimization and simulation for seismic imaging, gradient based methods and HPC oriented implementation.

  • ⚙️ Imperial deep learning experiments Imperial
    Collection of coursework and experimental projects, with an emphasis on training stability, evaluation, and reproducibility.

Currently

  • 🚀 Exploring venture ideas in healthcare and AI at Spira Labs and Picus Capital as a Venture Fellow.
  • 🧪 Working on ML for early cancer detection and medical imaging, drawing on my DFCI and Harvard Medical School internship.
  • 🧩 Playing with LLM agents, retrieval pipelines, and evaluation setups for real world use cases.

Tech I use

  • Core: Python, C++, SQL
  • ML: PyTorch, scikit learn, NumPy, Pandas
  • Systems: CUDA, MPI, Docker, Git, CI
  • Cloud: AWS, GCP

Get in touch

Popular repositories Loading

  1. tum_bachelorthesis tum_bachelorthesis Public

    District heating simulation, as part of my Bachelor Thesis at the Forschungsstelle für Energiewirtschaft. With Streamlit as Frontend, the User can implement several Transformation measures that wil…

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  2. Gap-busters Gap-busters Public

    TUM.ai Hackaton Participation

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  3. harvard_masterthesis harvard_masterthesis Public

    Masterthesis at Dana Farber Cancer Institute/ Harvard Medical School - part of MSc Applied Computational Science and Engineering at Imperial College London

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  4. imperial_computational_mathematics imperial_computational_mathematics Public

    Computational Mathematics Coursework 1 - part of MSc Applied Computational Science and Engineering at Imperial College London

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  5. imperial_data_science_and_machine_learning imperial_data_science_and_machine_learning Public

    Data Science and Machine Learning Coursework - part of MSc Applied Computational Science and Engineering at Imperial College London

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  6. imperial_deep_learning_1 imperial_deep_learning_1 Public

    Deep Learning Coursework 1 - part of MSc Applied Computational Science and Engineering at Imperial College London

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