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Key Responsibilities Design and develop enterprise RAG applications using LLMs, embeddings, vector databases, and hybrid search. Build end-to-end document ingestion and knowledge ingestion pipelines for structured and unstructured data. Implement document parsing, chunking, metadata enrichment, embeddings,