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Achievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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Achievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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@JuBiotech

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lhelleckes/README.md

👋 Hi there, I’m Laura!

I'm currently a Postdoctoral Fellow at Imperial College London, supported by the Eric and Wendy Schmidt AI in Science programme.
My work brings together Machine Learning, Bioprocess Engineering, and Lab Automation to accelerate biological discovery and innovation.

🔬 Current Role

Eric and Wendy Schmidt AI in Science Postdoctoral Fellow - Imperial College London - I-X and OptiML-PSE Group

Topic: Protein Language Models and Graph Neural Networks for Protein Secretion in Bacteria

🎓 Education

  • PhD in Bioprocess Engineering
    Forschungszentrum Jülich / RWTH Aachen University
    (Supervisor: Prof. Marco Oldiges)
  • M.Sc. Molecular and Applied Biotechnology
    RWTH Aachen University
  • B.Sc. Molecular and Applied Biotechnology
    RWTH Aachen University

🔍 Research Interests

  • 🧠 Machine Learning for Bioprocess Engineering
  • 🔬 Lab Automation & Experimental Design
  • 📊 Bayesian Optimisation & Statistical Modelling
  • 🧫 Protein Secretion
  • 🧬 Genomic and Protein Language Models

✨ I’m passionate about building smart, data-driven systems to support scientific innovation for (bio)chemical engineering.

Pinned Loading

  1. rtcovidlive/rtlive-global rtcovidlive/rtlive-global Public

    Globalized version of the Rt-live model.

    Jupyter Notebook 32 13

  2. JuBiotech/calibr8 JuBiotech/calibr8 Public

    Toolbox for non-linear calibration modeling.

    Jupyter Notebook 25 1

  3. JuBiotech/murefi JuBiotech/murefi Public

    Package for multiple replicate fitting and Bayesian modeling.

    Jupyter Notebook 4 1

  4. JuBiotech/Supplement-to-Helleckes-Kuesters-et-al.-2023 JuBiotech/Supplement-to-Helleckes-Kuesters-et-al.-2023 Public

    Repository with code for analysis of CatIBs with Bayesian process model and Thompson sampling

    Jupyter Notebook

  5. EmPajak21/rEaCt-Retreat-2025 EmPajak21/rEaCt-Retreat-2025 Public

    Teaching and hackathon materials for winter retreat focusing on data driven optimisation, model discrimination, etc.

    Jupyter Notebook 1

  6. bayesian-kinetics-tutorial bayesian-kinetics-tutorial Public

    I-X Tutorial for Bayesian modelling of kinetic data

    Jupyter Notebook