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I am a principal health systems data scientist specializing in value-based care, population health, and implementation analytics. I have led multi-site EHR harmonization efforts, designed quality and risk stratification dashboards, and partnered with clinicians and operational leaders to connect documentation, measurement, and financial incentives. My work bridges global health system performance models and U.S. reimbursement frameworks such as Medicare Advantage (MA) and Medicare Shared Savings Program (MSSP). 

Below are selected case studies illustrating this translation in action. 

• From HIV Cascade Optimization to Medicare Advantage Gap Closure: How performance-based data frameworks from global health map to U.S. quality measures and care gap closure. Read case study.

• Workforce Maturity and Risk Adjustment Performance: Insights into how organizational capacity — not just documentation — drives risk adjustment success. Read case study.

• From Facility Readiness (SARA) to Network Adequacy: Why infrastructure and access capacity are upstream determinants of measurable outcomes in value-based care. Read case study.