Drawing on over eight years of hands-on experience in the Banking and Financial Services sector, I have honed a deep expertise in Financial Crime and Intelligence. Throughout my career, I've advanced through diverse roles—ranging from client-facing positions to client and adviser services, senior associate, and management—culminating in my current role as Senior Fraud Analyst. Each position has contributed to a comprehensive skill set and a wealth of experience, bringing a wealth of experience to each stage of my career. My work as a risk manager is driven by a passion for leveraging cutting-edge fraud detection tools and advanced data analysis techniques to not only identify and prevent fraud but to also stay ahead of ever-changing threats. In my current capacity, I have played a pivotal role in the enhancement and evolution of fraud detection capabilities, collaborating closely with technology teams to analyse and respond to emerging fraud trends in real time. This collaboration has facilitated the development of highly effective machine learning models and fraud detection functionalities, ensuring that the organisation remains at the forefront of industry best practices in safeguarding client funds and maintaining rigorous compliance with regulatory standards.