Yishi Huang specializes in forensic data analytics and visualization. She supports global compliance monitorships, notably for a multinational aerospace firm, where she developed advanced monitoring systems using rule-based models, text mining, and visualization tools to detect anomalies and high-risk transactions. Yishi also delivers analytics for anti-bribery and third-party risk. She also holds ACAMS and CFE certifications.​