Health & Insurance Data Integration
Clinical data captured in hospitals is fundamentally different from administrative and claims data held by insurers. Even within clinical environments, structured hospital records differ from unstructured notes and EMR systems. Most organisations optimise within one dataset. Few understand how these systems intersect — or how to translate them into measurable improvements in cost, risk and human outcomes.
I’ve worked with high-security linked datasets (including primary and secondary care linkages) and understand both the regulatory constraints and the real-world implications of how these data assets are structured and governed. My work focuses on connecting clinical, underwriting, claims and operational datasets — using analytics and AI thoughtfully to generate actionable insight rather than noise.
Medical Compliance & Billing Ecosystems
Deep experience across reimbursement models, regulatory frameworks and health funding structures. Understanding how clinical activity, billing rules and compliance obligations interact — and where value is lost through misalignment.
Cross-sector Insurance & Government Insight
Rare breadth across life, general, health and workers’ compensation markets — spanning private insurers, government schemes and hybrid funding environments. Actuarially trained, commercially oriented — able to operate fluently between technical actuarial teams, executives and regulators to align risk, pricing, funding and strategy.