- Claude Code
- MCP (Model Context Protocol)
- Hooks
- RAG
- Vector Stores / Vector Databases
- Codebase Embeddings
- Agentic Loops
- Amazon Bedrock
- OpenSearch Serverless
- Reranking
- LangGraph
- Smolagents
- Streamlit
- LangSmith
- LangFuse
- pgvector
- PDF Extraction
- LangChain
- Azure OpenAI
- Iceberg
- Fine-Tuning
Major Tech Skills- Cloud (AWS)
- Multi-Account Strategy, Event-Driven, Microservices, Serverless, Integration & APIs, Security & Governance, MLOps & AI Infrastructure
- AI (LLMs & Agents)
- Bedrock, LangChain, LangGraph, RAG, Embeddings, Vector Databases, Context Optimization, Evaluation, Deployment, Prompt Engineering, Testing
- Data & DevOps
- ETL, SQL, Databases, Data Pipelines, Data Lakehouse, (Py)Spark, Databricks, Iceberg, Delta Lake, Athena, Glue, AWS CDK, Terraform, CICD, Kubernetes
Working Experience08/2021 ? todaySenior IT Freelancer (Self-Employed) in Munich (Germany)
As an independent senior IT freelancer, the candidate supports teams in adopting agentic engineering, AI-driven architectures, and modern cloud platforms. His approach combines strategic foresight with practical execution: he provides consulting, designs architectures, and handles technical implementation. A certified expert with extensive know-how in cloud, data, DevOps, and AI?and deep specialization in agent-based systems?he bridges the gap between strategic vision and technical realization.
08/2020 ? 07/2021Senior IT Consultant
Netlight GmbH, Munich (Germany)
At Netlight, the candidate worked as a Senior IT Consultant, specializing in the design and implementation of cloud architectures. He drove strategic DevOps transformations and developed IoT platforms for large enterprises across a wide range of industries. His consulting approach combined technical excellence with business-oriented results.
07/2019 ? 07/2020CTO & Co-Founder
Firmname on request, ?Munich (Germany)
As co-founder and CTO, the candidate oversaw all technical aspects?from the initial concept to market launch. He designed a serverless AWS platform for IoT device management, developed the edge computing stack for ML inference, and defined the technical roadmap. His responsibilities encompassed both building the engineering team and selecting the technology.
03/2018 ? 06/2019Software Engineer & Team Lead
ParkHere GmbH, Munich (Germany)
At this company, the candidate led the IoT development team and developed innovative smart parking solutions. He designed the architecture for cloud-connected sensor networks, devised ML-based vehicle detection systems, and developed robust embedded firmware for demanding outdoor environments. His technical leadership enabled increased product reliability and the scaling of the solution across numerous enterprise deployments.
09/2017 ? 02/2018Software Engineer
Bleenco GmbH, Munich (Germany)
Here, the candidate developed a modular computer vision framework for workplace safety applications. He designed AI models for analyzing human behavior, recognizing emotions, and detecting anomalies, all optimized for edge deployment. His work formed the foundation of the company?s core technology platform and enabled its rapid implementation across a wide range of industrial environments.