PhD Mathematician | Data Scientist | Data Engineer | MLOps Engineer
I build end-to-end machine learning systems and cloud data pipelines — from raw data ingestion to deployed models — with a focus on Data Engineering, MLOps, NLP, and reproducible research. My PhD research was on building Quasi-Monte Carlo Algorithms.
🚀 Open to: Data Science · Data Engineering · ML Engineering · MLOps roles
📍 Based in: Rhineland-Palatinate, Germany
- 🎓 PhD in Mathematics — dissertation on building Quasi-Monte Carlo Algorithms
- ⚙️ Streamlining the ML lifecycle for efficient model deployment and management in MLOps
- 🌱 PhD focused on constructing new QMC point sets and lattice rules; interested in exploring how these low-discrepancy structures can replace standard Monte Carlo sampling in ML workflows — from numerical integration in Bayesian inference to more efficient training data sampling
- ✍️ I write about data science on Medium
- 📄 Published research on Google Scholar · ORCID
