Programmatic Feature Definition and Maintenance with Wayfair’s Mercury Feature Platform

Wednesday, October 11, 1:15pm - 1:45pm (EDT)

Time shown in-04:00 America, New York

Speaker: Alexander Hristov

Mercury is a scalable, highly-opinionated feature platform that powers hundreds of ML models at Wayfair. Built by a team of 2-5 developers, Mercury allows users to define, request, consume, and maintain feature sets of between 40 and 8000 individual features in a programmatic way. In this talk, we describe Mercury, discuss how this has resulted in faster, cheaper, and easier to maintain ML at Wayfair, talk through the strategic trade offs of being highly-opinionated and highlight some of the 40 successful product launches Mercury has powered in the last 3 years.

Add to Calendar 2023/10/11 10:15:00 2023/10/11 10:45:00 America/Los_Angeles Programmatic Feature Definition and Maintenance with Wayfair’s Mercury Feature Platform Speaker: Alexander Hristov

Mercury is a scalable, highly-opinionated feature platform that powers hundreds of ML models at Wayfair. Built by a team of 2-5 developers, Mercury allows users to define, request, consume, and maintain feature sets of between 40 and 8000 individual features in a programmatic way. In this talk, we describe Mercury, discuss how this has resulted in faster, cheaper, and easier to maintain ML at Wayfair, talk through the strategic trade offs of being highly-opinionated and highlight some of the 40 successful product launches Mercury has powered in the last 3 years. false MM/DD/YYYY 60 OPAQUE apQfLtmRnzOiFbgoNmal132273

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