CV
A concise overview of experience, skills, and education.
Profile
AI Engineer focused on production-grade retrieval, agentic LLM systems, and evaluation. Builds reliable, human-centered AI products.
Experience
Senior AI Engineer — Ramboll
2025–Present
- Automated report writing software: retrieval evaluation, ...
- Retrieval and RAG best practices research and documentation
AI Engineer — Ramboll
2023–2025
- chatbot ...
- conceptual design of AI part of automated report writing software (data and context, modularity, ...), implementation,, engagement with stakeholders
Data Scientist — Alfred Wegener Institute
2020–2023
- Built modular data pipelines and evaluation workflows (nested CV, metric selection)
- Geo-data processing and visualization; unified large datasets for modeling
- Classical ML modeling; systematic metric selection and validation
Project Assistant — Adelphi
2019–2020
- Developed models for risk assessment and savings estimation
- Maintained web tools and presented research outputs
System Administrator — Humboldt University of Berlin
2014–2018
- Linux administration and infrastructure; foundations that support robust engineering
Skills
Retrieval
- RAG design and tuning (retriever configs, chunking, filters)
- Quality metrics for retrieval (e.g., Recall@k, nDCG) and diagnostics
Agents
- Tool-augmented workflows (plans, tools, memory)
- Safe, inspectable orchestration and execution control
Evaluation
- Evaluation harnesses for quality, grounding, and robustness
- Golden sets, prompts/param sweeps, CI gates for regressions
Programming & AI-assisted Dev
- Python (typing, packaging, testing); FastAPI app integration
- AI-assisted iteration (GitHub Copilot, Cursor) with code review discipline
Data Pipelines
- Modular pipelines, reproducibility, and data lineage
- Handling large, heterogeneous datasets
MLOps / Observability
- Working knowledge of deployment, tracing, prompt + model versioning
- Automated evaluation in CI as deployment gate
Cloud
- Azure (compute, storage, basic deployment)
Education
M.Sc. Physics (Statistical Physics & Data Science)
University of Potsdam • 2022
B.Sc. Physics & Mathematics
Humboldt University of Berlin • 2019
Certifications
Microsoft Certified: Azure AI Engineer Associate
Microsoft • In progress
- Plan and manage Azure AI solutions
- Implement generative AI with Azure OpenAI
- Build NLP and computer vision solutions
- Implement knowledge mining and information extraction
- Apply responsible AI principles
Professional Scrum Master I (PSM I)
Scrum.org
- Scrum framework and empiricism
- Scrum Master accountabilities
- Facilitation and coaching
- Team self-management and continuous improvement
Systemic Process Consulting (Systemische Prozessberatung) — 8-day training
Ramboll Management Consulting • 2025
- Introduction to systemic change understanding
- Methods and tools
- Coaching stance and scope clarification
- Process design and working with resistance
- Reflection and feedback
Languages
- German: Native
- English: C1
- French: Basic