I have 12 years of experience, and specialize in the field of economics and statistics with specific knowledge in the areas of employment discrimination, compensation analysis and applied statistics. I have published on such topics as compensation analysis, the gender pay gap and disparate impact. I have testified 25 times on topics such as employment discrimination, damages and statistical methodology.