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Using Feast in a Ranking System

Posted Jan 06
# Feature Stores
# Open Source
# Production Use Case
# Systems and Architecture
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SPEAKER
Vitaly Sergeyev
Vitaly Sergeyev
Vitaly Sergeyev
Senior Software Engineer @ Better.com

Vitaly is a Software Engineer at Better. Prior to Better, Vitaly worked as a Data Scientist at Rent The Runway. Recently Vitaly moved from East coast to West coast by driving really slowly through the US for about 2 months.

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Vitaly is a Software Engineer at Better. Prior to Better, Vitaly worked as a Data Scientist at Rent The Runway. Recently Vitaly moved from East coast to West coast by driving really slowly through the US for about 2 months.

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SUMMARY

This will be a practical session explaining how Better.com uses Feast in a Ranking System that depends on multiple data sources and several models. We'll provide a walkthrough of several architectures we considered as a team to manage features, ranking and re-ranking large volumes of entities.

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