I design AI-assisted decision systems that connect product, customer, and operational signals into clear priorities. The focus is on surfacing risks, trade-offs, and next actions so teams can make confident, timely decisions at scale.
I turn product usage, support, and operational data into actionable insights that inform roadmap, retention, and growth decisions. This includes defining meaningful metrics, building decision-ready dashboards, and translating data into clear recommendations.