My research deeply influences students. Students who work with me learn the tools and techniques to develop innovative models and algorithms to tackle challenging real-world problems with significant societal impact. Through research involvement and related projects, students make contributions that expand the current boundaries of knowledge. Many earn MS and PhD degrees and go on to have productive and influential careers. If you are interested in learning more, see my CV, or email me.
I am a Ph.D. student in Data Science at WPI. I received my MS in Operation Analytics and Management from the Foisie Business School at WPI. My research interests are in the application of analytics (namely Operations Research and Machine Learning) in humanitarian fields. I am currently researching challenges in refugee resettlement, including making better decisions concerning the placement of refugees into communities, as well as efficient allocation of their available resources. I am interested in Mathematical Optimization, Machine Learning and Visualization.Read More
Shima Azizi is a PhD student in the Foisie Business School at WPI, concentrating in Operations. Her research interests are in using mathematical optimization to solve practical problems in humanitarian operations, sustainability and healthcare. She is currently involved in alleviating challenges within the United States foster care system, as well as the emergency department. She is also working on theoretical and algorithmic advancements of new methods for solving broad classes of linear and nonlinear integer optimization problems.Read More
Geri is a current PhD Student in Data Science at WPI. Her current research interests are in the application of machine learning, explainable AI and Mathematical Optimization on data that can benefit society; addressing the ethical issues of fairness, efficiency and interpretability in areas such as public health, safety and security.Read More
I am a Ph.D. candidate in the Data Science program at WPI. I received a BS in Mathematical Sciences with a minor in Computer Science from WPI in 2015, and an MS in Statistics from the University of Virginia in 2017. My research interest is in Mathematical Optimization, Machine Learning, and Data Mining. I am working with my advisor Dr. Andrew C. Trapp, on multiple projects using Integer Optimization. For example, I am working with WPI's Interdisciplinary and Global Studies Division to improve the optimization-based allocation tool that recommends student-to-project matches with stability, strategyproof, and cohort considerations. I am also working with Dr. Patrick Flaherty at UMass Amherst to solve the MAP estimation problem for Gaussian mixture models. We employ a mixed-integer quadratic programming model within a customized branch-and-bound algorithm.Read More