At VML, I delivered a market signals MVP in three months, defining its product and technical requirements with Solution and Data Architects. I exposed the signals through an MCP server for other teams’ AI agents and secured approval to extend the product with additional data sources.
At Teladoc Health, I owned a configuration-driven flow engine used by more than 20 teams and helped cut flow delivery from months to weeks. I also led the migration of legacy visit-request flows and designed mappings to FHIR resources for exchange with the EHR under HIPAA requirements.

