Explore machine learning applications in banking through this conference talk delivered by Kirsty Roth, Global Head of Operations and Group General Manager at HSBC, at the SingularityU Exponential Finance South Africa Summit. Gain insights into HSBC's operations, strategy, and innovative examples such as the Cognitive Investigator. Discover how partnerships, experience, and people shape the future of banking capabilities. Learn about the current state of machine learning in finance and its potential impact on the industry. Benefit from Roth's expertise as a leader of a 36,000-strong team across 52 countries and her recognition as one of the Financial Times' 50 HERoes in 2017 for her advocacy of diversity in the workplace.