ML Engineer & Data Scientist · Berlin 🇩🇪
I build production-ready ML systems — from raw data to deployed APIs with monitoring, drift detection, and CI/CD.
MLOps & Deployment
FastAPI Docker MLflow Evidently CI/CD pytest Ruff
ML & Deep Learning
PyTorch TensorFlow scikit-learn OpenCV MONAI ConvNeXt ResNet Grad-CAM
LLM & AI
RAG LlamaIndex FAISS Ollama Gemini API Prompt Engineering AI Agents sentence-transformers
Data & Backend
Python SQL PostgreSQL SQLAlchemy Kafka Pandas NumPy Streamlit
| Project | What it does | Stack |
|---|---|---|
| AI Merchant Copilot | Production-ready AI Merchant Copilot | Next.js · FastAPI · Gemini AI · PostgreSQL · Docker |
| AI Job Application Agent | A real AI Job Application Agent for Germany | FastAPI · PostgreSQL · Playwright · React · React Router |
| ML Monitoring System | Production ML with drift detection, alerting & CI/CD | FastAPI · Evidently · Docker |
| MLOps Pipeline | Full ML lifecycle: DVC, MLflow, FastAPI, CI | DVC · MLflow · Docker |
| Predictive Maintenance | Industrial failure prediction with FastAPI inference | scikit-learn · FastAPI · Docker |
