At HubSpot’s Sales Intelligence Operations, I owned the data quality and governance workstream and led the build of a Workato-based agentic data quality solution. I also designed a GUID-based account hierarchy and established golden-record logic and confidence-tier standards.
At Salesforce, I activated governance across data domains through cataloging, metadata management, and lineage tracking. Earlier, I established governance programs and MDM implementations for Deloitte Global, Meta’s People and Recruiting Analytics Domain, and healthcare and pharma clients at Ernst & Young.

