Michelle Wols is head of marketing at ForwardKeys, with responsibility for marketing programs, brand management and product strategies. Michelle has a keen understanding of the development and use of big data in the travel industry. She uses this knowledge to drive product improvements for destination marketing organisations, travel retail and hotels. Michelle holds a bachelor’s degree in History and International Business and Languages, and a master’s degree in Political Economics.