- Architect and deploy autonomous AI agents and multi-agent workflows.
- Design strict-source-following Retrieval-Augmented Generation (RAG) systems with citation integrity.
- Implement guardrails, structured outputs, and validation layers.
- Build scalable backend services using FastAPI and orchestrate workflows via LangGraph.
- Deploy and manage AI workloads in AWS or Azure.
- Develop evaluation pipelines measuring accuracy, citation adherence, latency, and reliability.
- Embed privacy-by-design principles and data sovereignty into the AI stack.
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