Dr. Ferreira has over 10 years of experience in the application of multivariate analysis in the pharmaceutical industry both in R&D and manufacturing, spanning both small and large molecule applications. Her research and publications focus on the use of multivariate analysis for extraction of information from large data sets spanning diverse topics such as near infrared spectroscopy, process analysis and material characterization.