Customer Value & Data-Driven | Strategy, Innovation & Partnerships
I build growth engines across telecom & digital ecosystems: CVM/CLM, data strategy, AI-driven personalization, partnerships, and product innovation.
I focus on turning complex commercial problems into measurable outcomes: customer growth, retention, revenue uplift, and scalable operations.
A blend of commercial strategy and execution systems.
Selected initiatives and frameworks I’ve built or led.
A practical CLM framework: segments, triggers, next-best-action, and measurement.
Partnership playbook for education, payments, and digital lifestyle services.
UX + platform approach for loyalty, gamification, and service journeys.