Helping insurers and service-led businesses turn data, operations and customer experience into measurable business outcomes.
25+ years across telecom, fintech and insurance. Operator, transformation leader and builder of practical digital systems for complex, high-volume environments.
I work at the intersection of business operations, customer experience, telematics and data-led decision-making. My core strength is not only seeing what should change, but translating that change into workable systems, teams, processes and measurable outcomes.
Telecom taught me scale: millions of customers, thin margins, demanding service operations and the discipline required to keep national systems moving. Fintech taught me trust: adoption only grows when reliability, transparency and execution are strong. Insurance brought these lessons together: risk, claims, underwriting, customer anxiety and operational complexity all meet in one place.
My current focus is helping insurance and service-led organizations use data more seriously: claims intelligence, telematics, customer journey redesign, contact center transformation, workflow automation and AI-assisted decision support.
For me, transformation is not a presentation theme. It is the hard work of aligning leadership intent, frontline reality, process discipline, technology choices and customer outcomes.
“The best strategy is the one that survives contact with operations.”
Published on Substack under Turning Data Into Decisions — ground-level insights on AI, data, operations and transformation from someone who has built these systems across three industries.
A mix of foundational credentials and continuing professional development — spanning project management, AI, strategy, and process excellence. Verified badges on Credly ↗.
Available for selective consulting, advisory, collaboration and transformation conversations in insurance, telematics, CX, analytics and service operations.