Win-Vector LLC is a San Francisco based company specializing in data science consulting and training. Our specialty is helping customers quickly build actionable and profitable automatic decision procedures from existing or new data. We call our approach pragmatic machine learning.

To thrive, your business must be in the right place at the right time. You already employ professional accountants to track and grow your business; we suggest you similarly engage statisticians and applied researchers to find opportunities. Through careful experiments you can find which portions of your business are best staged for profitable growth (and how to grow them).

Win-Vector has deep experience in efficiently implementing profitable research plans in many industries. Our recent projects include:
  • Developing profitable stock trading strategies for a hedge fund.
  • Researching new economic models for planning medical tests for a pharmaceutical test kit designer.
  • Inventing effective methods to analyze returns from online advertising.
  • Designing customer satisfaction studies for a retail software company.
  • Inventing novel information extraction methods for automated web-scale information acquisition.

Win-Vector maintains an extensive research library ranging from 1930s statistics papers through the current data mining conferences. We specialize not in esoterica, but in seeing the useful ideas and themes underlying advanced research.

Win-Vector would like to help you grow your business.

Please subscribe to our Win-Vector blog here. We also try to write occasional longer technical or expository articles.

Please contact us at to discuss your data science solution needs.

Please check out our video course and book!