Yining “Iris” Liu is a data and analytics leader with experience in building systems from scratch to scale across fintech, SaaS, and e-commerce startups. She leads analytics, infrastructure, and AI innovation at Jack Archer, turning data into strategy across product, marketing, and operations.. Her career centers on bringing structure to ambiguity, connecting insight with execution, and transforming ideas into durable, data-driven systems for growth.