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Specialist expertise
Production AI and RAG Systems
I build AI features as operational systems: retrieval and orchestration, measurable quality, asynchronous processing, human review, and interfaces that make automation controllable.
Discuss a project16Mdocument architecture
86%+extraction accuracy
~30%matching relevance improvement
Capabilities
How I can help
- RAG pipeline architecture
- LangChain and LangGraph orchestration
- Azure OpenAI integration
- Document classification and extraction
- AI Search and record retrieval
- Human-in-the-loop validation interfaces
Evidence
Related work
Technology
LangChainLangGraphAzure OpenAIOpenAI APIAzure AI SearchDocument IntelligenceNext.jsNode.js