Mustafa Hashim is a Credit ESG Risk Modeller at ING since October 2024, where responsibilities include assessing ESG risks and executing Climate Stress Testing by developing methodologies and models for Environmental, Social, and Governance Risk. Prior experience includes serving as a Senior Risk Analyst at Mediobanca from December 2021 to October 2024 and an Administrative Assistant at Agenzia Italiana per la Cooperazione allo Sviluppo from May 2021 to October 2021. Mustafa has also worked at KPMG Italy as a Senior Quantitative Analyst and a Quantitative Risk Specialist, focusing on developing IRB PD, LGD, and EAD models while applying Machine Learning and Artificial Intelligence in credit risk management. Earlier roles include a Consulting Analyst at Deloitte Consulting, a Credit Risk MIS Analyst at UniCredit, and a Quality Control Engineer at African Paints Co. Mustafa holds a Master of Science in Materials Engineering and Nanotechnology from Politecnico di Milano and a Bachelor's degree in Chemical Engineering from the University of Khartoum.