Charaf El Hami is Group Chief Data Officer at Amundi. With more than 20 years' experience in the asset management industry, Dr Charaf El Hami leads enterprise data to enable investment performance, risk management, client trust and growth. He builds a data-driven mindset by raising literacy and practical skills across product, technology and operations so decisions rest on shared evidence. He promotes a data-driven culture across business, technology and operations, ensuring that strategic and operational decisions rely on trusted and shared data. Charaf holds a PhD in Applied Mathematics from the University of Rouen. His academic research focused on numerical analysis and computational mathematics.