Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Dynamic pricing models @Airbnb
Industry
Technology / Software / Internet
About
Technical leader in the field of machine learning, personalized recommendations and detailed user modeling.
Architect of Aerosolve : Machine Learning for Humans
Large scale, human interpretable machine learning models used in Airbnb's Price Tips for hosts.
http://nerds.airbnb.com/aerosolve/
Wrote a large chunk of the Emmy award winning personalized video recommendation engine at Youtube (http://www.theverge.com/2013/8/1/4578544/youtube-wins-first-emmy-for-video-recommendations-you-cant-resist) and the recommended for you (similar users) part of the Google Play store.
Very knowledgeable about Computer vision and large scale machine learning (ranking, classification, supervised, semi-sup...
Contact Details
Tags
machine learning
unit testing
image metric
big data
healthcare
airbnb
spark
pricing
interpretable models
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