Responsibilities Maintain and enhance ingestion/enrichment pipelines for internal content (parsing/extraction, normalization, metadata enrichment, deduplication, and quality monitoring) Improve indexing and retrieval performance and quality (chunking/segmentation refinements, embedding/index update