Manages AWS and Hetzner cloud infrastructure with Kubernetes, builds CI/CD and deployment tooling for engineering and data science teams, and supports ML/LLM workloads including RAG systems. Operates production environments with observability, security, and compliance best practices as an enabler rather than a bottleneck.
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