I study data analytics: how to analyze, store, retrieve, and manipulate large and heterogeneous data sets. Within this problem space, most of my work focuses on: 1. The systems-oriented problems that arise when building software to manage large and diverse data sets; and 2. The difficulties that arise when applying statistical methods to such data sets. Since I am a "tools builder," much of my research is data-agnostic (that is, it is concerned with building tools that can be used with many different types of data). That said, I do have a particular interest in methods and tools for analyzing and managing data from certain domains, such as biomedical data and large, open-source source code repositories.
Publications/Creative Works
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Affiliations
Training Grants
NLM Training Program in Biomedical Informatics & Data Science for Predoctoral and Postdoctoral Fello
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