My interests are centered on developing tools to assist people in understanding large sets of data. My approach to is to first understand the organizational, social or psychological context of the problem and then draw on statistics and machine learning tools to develop novel solutions. This encourages a holistic view of the problem under consideration and exposes nuances in user behavior that affect the utility of the solution. The approach also centers on evaluating gains in terms of both the efficiency of the system and its effectiveness in terms of the system's ability to better support the individual(s) using the data.
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