helped shape the loyalty program designed to deepen engagement for 200+ million active users

redesigned the core discovery-to-purchase flow 0->1, driving a 30% increase in user conversion and a 10x increase in click-through rate

led the end-to-end design of an ai chatbot for educators, grounded in user research and validated through testing