Software Engineer at QuantumDiamonds GmbH in Munich, developing cutting-edge quantum sensing technologies for semiconductor failure analysis and metrology. PhD in Computer Science with a background in machine learning, NLP, and data engineering.
- Currently building UI/UX and backend systems for quantum diamond microscopes using Python, Qt, and C++
- Previously worked on ML-driven diagnostics at the European XFEL (DESY Hamburg) and magnet characterization at CERN
- Exploring deep learning, LLMs, and data visualization
- Ask me about Data Science, Computer Vision, Machine Learning, NLP
- Check my Medium blog for articles and guides
| Title | Technologies |
|---|---|
| Laser Beam Pointing Predictions for European XFEL | Python, PyTorch, Neural Networks |
| Crystal Absolute Photon Energy Calibration | ML, X-Ray Spectroscopy, Jupyter |
| XFEL-DAQ - Automatic Data Acquisition | Python, Data Streaming |
| NLP Symptom Checker - Dutch | Python, Scikit-Learn, Docker, NLP, Google Cloud |
| Retrieval Augmented Generation - LLAMA | OpenAI API, Python, Langchain |
| Hierarchical Sorting of Legal Documents using NLP | Python, Scikit-Learn, NLP |
| Named Entity Recognition using roBERTa | Python, NER, LLM, NLP |
| Project | Description |
|---|---|
| blog | Personal blog built with Svelte and Pullnote |
| svelte-bar-chart | Data visualization with Svelte |
| d3js-projects | Interactive visualizations with D3.js |
| etl-dataset | ETL pipeline examples |
