Production AI System
Quant Server MT5
Agentic Systems
LangGraph-driven trading infrastructure spanning WhatsApp, broker execution, telemetry, and multi-cloud deployment.
- Python
- LangGraph
- OpenAI
- FastAPI
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Skills
Technical stack across LLM systems, backend engineering, and deployment
Agentic LLM Systems
- Multi-agent orchestration
- ReAct workflows
- Tool calling
- RAG
- Prompt and context design
AI/ML Frameworks
- LangChain
- LangGraph
- OpenAI API
- Hugging Face
- PyTorch
- scikit-learn
- Ollama
Evaluation & Reliability
- Human-in-the-loop QA
- Offline evals
- Golden sets
- Observability
- Logs and metrics
Engineering & Backend
- Python
- Linux
- FastAPI
- REST APIs
- Authentication
- Structured logging
Cloud & DevOps
- Azure
- GCP
- AWS
- Docker
- Terraform
- GitHub Actions
- Tailscale
Data & Storage
- PostgreSQL
- SQLAlchemy
- Alembic
- InfluxDB
- pandas
- NumPy
Projects
2026
AI Engineering
Quant Agentic RAG
Agentic Systems
Hybrid retrieval and specialist-agent orchestration for grounded quantitative research workflows.
- Python
- LangGraph
- RAG
- OpenAI
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Deep RL Research
CarlaBEV
Autonomous Systems
A Gymnasium-compatible BEV simulator for autonomous-driving RL, scenario design, and safety-oriented evaluation.
- Python
- Gymnasium
- PyGame
- PyTorch
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Experience
AI Solutions Developer
May 2021 – Present
Consulting / Freelance
Built agentic RAG workflows, cloud-native backend services, and evaluation-aware AI systems for private clients.
AI Research Scientist
Jul 2025 – Present
Technische Universität Dresden
Developing reinforcement-learning workflows for behavior prediction in complex urban environments.
R&D Engineer
Jan 2022 – Dec 2025
CIO, A.C.
Built simulation frameworks and end-to-end perception and control pipelines for autonomous-navigation research.