Sibei Liu is a Senior Business Intelligence Developer at ChenMed, a value-based primary care provider. She leads data governance initiatives in Organization Snowflake Database, including development lifecycle, data security, and change control, to ensure ethical and compliant AI adoption. Passionate about designing AI to complement human expertise, she focuses on building systems that foster trust, enhance workforce readiness, and translate complex analytics into actionable insights for improving patient care.