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Davood Shamsi

PhD, Management Science and Engineering,
Stanford University

AOL Advertising

Currently, I am working on

  • User behavior modeling and prediction.
  • Dimension reduction in large data sets.
  • Online resource allocation in display advertising (online Adword problem)
  • Cross-channel budget allocation

Big Data. Deep Insight. Simple Design.

Everyday billions of people use the Internet and their activities are recorded and logged by many data centers. This data is very valuable for marketing, advertising, creating better user experience, and social studies.

Currently, I am working on designing online and offline algorithms for large scales data sets and data streams at AOL/Advertising.com.

In particular, I am focused on efficient data representation, user behavior prediction, and user valuation in display and video advertising.