Solutions

Strategic AI Governance, Ethics, Risk & Management

Providing formal, PMI-CPMAI™ certified oversight to ensure enterprise-level AI implementations are ethical, secure, and built for long-term institutional scalability.

Curriculum Data Infrastructure & Framework Design

Engineering centralized, robust architectures that transform disconnected programmatic data into a cohesive, actionable infrastructure.

LCME-Compliant Modernized Curriculum Mapping, Tagging, and Blueprinting

AI-assisted frameworks to execute precise exam blueprinting and assessment tagging, eliminating administrative bottlenecks while ensuring rigorous accreditation compliance.

Change / Transition Management

Leading complex system deployments and guiding medical faculty through seamless technological shifts, ensuring high adoption rates and operational continuity.

Projects

AI-Driven USMLE® Curriculum Mapping and Assessment Framework

The Architecture: Designed and operationalized a machine-readable, hierarchical coding library derived directly from the 2025 USMLE® Content Outline to eliminate the "parallel curriculum" effect in medical education.

The Execution: Deployed generative AI to map preclerkship session objectives to granular USMLE® codes, integrating these taxonomies directly into assessment platforms like ExamSoft.

The Institutional Impact: This engineered framework enables precise exam blueprinting, rapidly surfaces curriculum gaps and redundancies, and powers data-driven dashboards to transparently align institutional instruction with rigorous licensing standards.