Resume
AI Engineer and Data Scientist with a Ph.D. in Engineering (TU Munich). I build production ML and LLM
systems with strong foundations in mathematical modeling, Bayesian methods, uncertainty quantification,
and applied statistics.
Core Focus
- Agentic AI workflows and LLM orchestration
- RAG systems and document intelligence pipelines
- Data platform engineering (BigQuery, dbt, analytics delivery)
- Production ML systems for forecasting, optimization, and anomaly detection
Experience Snapshot
2025 - Present
AI Engineer
Building AI products for data operations and business intelligence in a modern cloud analytics stack.
- Designed multi-agent LLM workflows to automate data requests and internal data tasks.
- Built RAG agents connected to warehouse and BI assets for fast evidence-grounded answers.
- Developed document extraction tools for complex PDF/Excel/image rate sheets.
2022 - 2024
Senior Data Scientist
Delivered ML and AI solutions for renewable energy analytics.
- Deployed deep learning models through containerized cloud pipelines.
- Built LLM-powered extraction tools for unstructured technical data.
- Implemented optimization and anomaly detection systems with interactive APIs.
2018 - 2022
Doctoral Research Associate / Postdoctoral Fellow (TU Munich)
Research on uncertainty-aware engineering models and probabilistic environmental risk analysis.
- Developed Bayesian and spectral methods for uncertainty quantification.
- Built robust numerical workflows for high-dimensional and geostatistical datasets.
Education
- Ph.D. in Engineering, Technical University of Munich (2022, Summa Cum Laude)
- M.Sc. in Environmental Engineering, Technical University of Munich
- Environmental Engineering Degree, Universidad Internacional SEK
Selected Certifications
- Anthropic: Building with the Claude API, Claude Code in Action
- DeepLearning.AI: Agentic RAG, Multi-Agent Systems, LLM pretraining and optimization
- AWS, Data Science, and ML continuous-learning certifications (selected providers)
For full details, feel free to reach out through the Contact
page.