Responsibilities Design and implement backend API services paired with LLM orchestration layers Build and maintain advanced RAG pipelines including document ingestion, chunking, embedding, and retrieval tuning Develop and integrate agent tools with LangChain, LangGraph and potentially MCP (Model Con