Ruby is a highly accomplished professional with over 25 years of experience in commercial data and risk management.  Currently serving as the Director, Head of GBA Initiatives of Dun & Bradstreet (HK) Ltd., she possesses a comprehensive knowledge of leveraging commercial data to support multinational corporations, government officials, large Enterprises and e-commerce companies in various areas, including risk management, supplier valuation, sales and marketing solutions, and compliances.

She began her career in Hong Kong, honing her skills and expertise in utilizing commercial data to mitigate risks and enhance business operations.  Over the years, she has been involved in projects to support the financial institutes in improving credit risk assessment procedures.

She has provided risk control services for overseas customers' approval and payment platforms to leading cross-border e-commerce companies in China. Ruby is an expert in the modern business environment and is dedicated to helping companies leverage data resources to gain a competitive advantage.