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EmPajak21/README.md

PhD Researcher | OptiML Group | Sargent Centre for Process Systems Engineering

🎓 Education: MEng Chemical Engineering (First-Class Honours), MRes Advanced Molecular Synthesis (Distinction).

🔬 Current Role: Industrial PhD Researcher, in collaboration with BASF.

🔍 Research Interests

  • Digitalisation of Chemical Value Chains.
  • Machine Learning for Process Systems Engineering.
  • Data-Driven Industrial Innovation.

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  1. OptiMaL-PSE-Lab/Imperial-ML4CE-Course OptiMaL-PSE-Lab/Imperial-ML4CE-Course Public

    Imperial Chemical Engineering Machine Learning Course

    Jupyter Notebook 7 4

  2. OptiMaL-PSE-Lab/DDO-4-ChemEng OptiMaL-PSE-Lab/DDO-4-ChemEng Public

    Code running in parallel with book chapter "Data-driven optimization for chemical processes: machine learning and artificial intelligence".

    Jupyter Notebook 5 3

  3. rEaCt-Retreat-2025 rEaCt-Retreat-2025 Public

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

    Jupyter Notebook 1

  4. nyquist_impedance_extractor nyquist_impedance_extractor Public

    Data driven extraction of electrochemical attribute impedance from experimental Nyquist plots.

    Python

  5. pntoka/hackvhs pntoka/hackvhs Public

    Fetch.ai x IX hackathon

    Python