Marie-Claude is the Asia-Pacific AI Strategy Lead. She has more than 15 years of experience related to AI, modeling, financial engineering, risk management and transformation. She helps global organizations leverage information using advanced technologies such as analytics and artificial intelligence to increase data-driven decision-making and transform their operations. Marie-Claude is passionate about improving organizations’ approach to implementing AI governance that identifies and mitigates risks in AI solutions. Before joining EY, she was leading the Asia-Pacific solution team at a prominent AI start-up where she helped organizations define their AI strategy, put in place AI governance, as well as implement different AI solutions. Before that, she also worked at a mining company, a global investment bank and a professional services firm in different roles related to market risks, data analytics and AI strategy. She holds a bachelor’s in Electrical Engineering and a master’s in Financial Engineering from HEC, and is a CFA member.