My research there involved using Bayesian computational particle filtering algorithms to model the movement patterns of sharks based on inferring their behavioral state. I am a proficient R programmer and have designed two software packages (mapStats and animalEKF) for users. At IBM, I primarily work on on integrating statistical inference and data science tools into applications, particularly in changepoint detection (e.g., statistical guarantees on correctness, such as using Bayes Factors), on the FreaAI system, and in analysis and testing of transformer networks.