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Seismic fieldwork in Svalbard

Hi, I'm Mads 👋

I'm a data scientist and ML engineer based in the Greater Copenhagen Area. I hold a PhD in Geophysics from the University of Copenhagen / GEUS, where I built supervised learning pipelines for large seismic datasets. Today I work at the intersection of machine learning, GenAI, and scientific computing, turning messy real-world data into models, tools, and automated workflows.

🔭 What I'm working on

  • Machine learning & deep learning: classical ML and neural networks (CNNs, feed-forward) for prediction and classification on tabular, image, and signal data
  • GenAI & LLM workflows: prompt engineering, RAG, semantic search, NER, and fine-tuning with the OpenAI and Anthropic APIs
  • Agentic coding & automation: hands-on with Claude Code to automate document processing, data extraction, and dev workflows
  • Applied data science: inverse problems, Bayesian statistics, and end-to-end pipelines from raw data to deployed model

🛠️ Tech I work with

Languages: Python SQL Bash MATLAB R

ML / DL: PyTorch TensorFlow Keras scikit-learn Hugging Face

GenAI / NLP: OpenAI Anthropic Gemini LangChain KeyBERT Tesseract

Data & viz: Pandas NumPy SciPy Jupyter Matplotlib Plotly

Dev & infra: Docker Git Linux LaTeX QGIS

📫 Get in touch

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Config files for my GitHub profile.

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