Build and operate the production infrastructure, backend APIs and agent orchestration that let LLM agents and quantitative models run reliably for a financial markets business serving institutional investors. Core stack: Python/FastAPI, AWS/GCP/Azure, Docker/Kubernetes, PostgreSQL/Redis, with observability and human-in-the-loop workflows.
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