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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.

Pinned Loading

  1. CarAT CarAT Public

    CarAT - Carbon Atom Tracing Framework for Industrial Chemical Value Chains.

    HTML 3 2

  2. 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

  3. 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 6 4

  4. OptiMaL-PSE-Lab/cdt_alicante_workshop OptiMaL-PSE-Lab/cdt_alicante_workshop Public

    cdt_alicante_workshop

    Jupyter Notebook

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

    Imperial Chemical Engineering Machine Learning Course

    Jupyter Notebook 18 14