• Implement RAG architectures using vector databases (Azure AI Search, PostgreSQL pgvector, Cosmos DB) and design extensible, evolvable schema and ontology models AI-Native Engineering Practices • Full-stack experience with React; ability to build streaming agent interaction UIs, AG-UI components, and HITL design patterns • Strong Azure platform experience: Azure AI Foundry, Azure OpenAI, Azure ML, AKS, Azure Functions, API Management, Event Grid, Service Bus Engineering Practices
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