AI Engineer · Data Scientist · Founder @ Astrameld
M.Sc. Artificial Intelligence · Erlangen, Germany
I build AI systems that automate business workflows and turn messy operational data into decisions. My work spans LLM agents, retrieval systems, forecasting and pricing models, and production-grade APIs — the model is usually the easy part; making it survive contact with a real business is the job.
Currently reading for an M.Sc. in Artificial Intelligence in Germany while building Astrameld, an AI automation agency.
| 🏗️ | Founder of Astrameld — AI automation agency |
| 🎓 | M.Sc. Artificial Intelligence — in progress, Germany |
| 📈 | 4+ years across SaaS, fintech and e-commerce |
| 🤖 | Production LLM agents, RAG pipelines and workflow automation |
| 📊 | Analytics, forecasting and pricing models end to end |
| 🌍 | Based in Erlangen, Germany — remote-first |
- Multi-agent orchestration — handoffs, tool routing, failure recovery
- Evaluation pipelines — because "it looked right in the demo" is not a metric
- MCP integrations — wiring agents into the tools businesses already run
- Long-context RAG — retrieval that stays useful past the first thousand chunks
- Deployment automation — AWS + GitHub Actions, boring on purpose
CORE — what I reach for daily
AI ENGINEERING
RAG · Agents · Evaluation · Vector search · Prompt & context design
BACKEND & DATA
CLOUD & DELIVERY
- Scope — start from the decision the work should change, not the model
- Ship — rough in production beats perfect in a branch
- Measure — if the impact can't be counted, it probably isn't there
- Hand over — documented, reproducible, runnable without me
Every graphic here is generated by a GitHub Action into this repo — no third-party uptime required.
I take on work in AI agents · RAG systems · workflow automation · forecasting · data platforms.
Based in Erlangen, Germany. Available for AI automation, machine learning and data engineering work.
astrameld.com · LinkedIn · github.com/3liAf