Mandy has 13+ years of CDMO leadership at L'Oréal Luxe, driving digital excellence and business transformation from global role, regional role to local markets management. She has overseen Lancôme's €2B e-commerce business worldwide, led digital strategy across APAC for all Luxe brands, and built strong market capabilities across multiple markets — consistently delivering significant and continuous market share gains. Her expertise spans digital marketing, e-commerce, data & machine learning, metaverse innovation, marketplace launches including Amazon, TikTok Shop, advocacy, influencer & affiliate marketing, and full omni-channel transformation — bridging online, offline, and everything in between, across cultures, markets, and every stage of the digital and omni-channel evolution.