Started in healthcare. Same problems, every domain since.
One trusted definition, one identity per member or supplier, and governed data that leaders and AI can both use.
- 2010 – 2016CareFirst BlueCross BlueShieldProgrammer Analyst II · healthcare payer
Claims, member, eligibility and provider data from NASCO, Facets and EHR-related systems; ICD-9/10, PCMH analytics, PHI under HIPAA.
- 2016 – 2019Allegis GroupSenior Data Engineer / DW Architect
Enterprise warehouse with conformed dimensions; Informatica ETL across 10+ sources; MDM golden-record and data-quality patterns.
- 2019 – todayMagnit GlobalEngineering Manager, Data Analytics & AI
Snowflake platform live since May 2025; Power BI semantic layer with row-level security; Snowflake Cortex pilot on governed KPIs.
AI & analytics blueprints
Working demonstrations of how I'd connect governed data, advanced analytics and AI to measurable outcomes in a specific industry.
Healthcare Intelligence Blueprint
Cost of care, population health and program effectiveness, with an AI cost investigator and a Trusted Metrics Foundation.
Open the blueprint → WORKFORCE · CONTINGENT LABOR & VMSWorkforce Intelligence Blueprint
One trusted view of headcount, spend, rates and suppliers across VMS platforms, with an AI workforce investigator.
Open the blueprint → ALL BLUEPRINTSThe approach behind them
How I think about analytics and AI in any industry, and which blueprints are available.
See the approach →