Orchestrated organization-wide implementation of DataHub as the central nervous system for the Data Platform, supporting a $200M+ revenue stream. Engineered metadata ingestion pipelines by integrating Snowflake, AWS Glue, and Athena, capturing critical data signals from creation to consumption. Pioneered AI-driven Natural Language Search, leveraging structured metadata to enable an LLM-based chatbot for dataset discovery. Automated metadata operations via AI use cases, reducing manual management overhead by 30%. Architected governance frameworks (tagging/glossaries), increasing customer trust in dataset accuracy.