About
Background
AI/ML Engineer with 5+ years designing and deploying production-grade AI systems across natural language, agentic, and industrial domains. Specialized in LLMs, RAG, and multi-agent systems, with a track record of taking solutions from design to production on AWS.
Experienced building RAG pipelines with LangChain, LangGraph, and FAISS, integrating models from OpenAI, Anthropic, and Gemini. Strong background in time-series forecasting and anomaly detection for industrial systems. Master's from the University of Bonn. Published at EACL 2026. Full working rights in Germany.
Skills
Generative AI & Agents
- LangChain
- LangGraph
- LlamaIndex
- OpenAI
- Anthropic
- Gemini
- Hugging Face
- Ollama
- RAG
- Multi-Agent Systems
- Prompt Engineering
- Tool Calling
- MCP
Machine Learning
- PyTorch
- TensorFlow
- Scikit-learn
- XGBoost
- pandas
- NumPy
- Time-Series Forecasting
- Anomaly Detection
Infrastructure & DevOps
- AWS (EC2, S3, VPC)
- Docker
- FastAPI
- gRPC
- CI/CD
- Git
Databases
- MongoDB
- PostgreSQL
- InfluxDB
- FAISS
- Pinecone
- Chroma
Languages
- Python
- Java
- JavaScript
- SQL