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My focus is on building and scaling loyalty and subscription models that drive real commercial impact. With 10+ years' experience in subscription, I work at the intersection of customer behavior, data, and strategy—strengthening retention, growing lifetime value, and accelerating subscription performance. From value propositions to AI-driven churn prevention, I turn insight into scalable initiatives.