Eshita Gupta enhanced fraud prevention at a top financial institution by analyzing complex transactional data, developing real-time dashboards, and creating new fraud triggers. Her leadership prevented $10K+ in fraud losses, improved reporting, and trained teams to apply analytics daily. The initiative set new standards for financial risk management and proactive fraud defense.