CPG Transformation through Shopper Insights: In your current role as Global Director of Shopper & Channel Insights at Coca-Cola, you're at the intersection of consumer behavior and retail strategy. Could you share an example where your insights have led to a game-changing strategy in the CPG industry?

Brand Localization in CPG: You've had the unique opportunity to manage both global and local brands across different continents. How do you adapt global CPG brands like Fanta, Sprite, and Schweppes to local markets, and what challenges have you encountered?

Innovation in CPG: With your certifications as an Innovation Ignitor Black Belt and a Well-Being Champion, how do you bring innovative thinking into the CPG space? Can you share an instance where this led to a breakthrough in product development or marketing?

AI applications in CPG: would love to touch base here on how we should be looking at AI application in the insights field and the importance of using the right language/setting the right expectations from design to implementation