I have 13 years of experience in the field of labor economics with specific knowledge of employment discrimination, statistical testing and lost earnings assessments. I have published on such topics as employment law strategies and non-linear modeling methods. I have testified 14 times on topics such as statistical testing for employment discrimination and estimating lost earnings.