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Speaker "Andrei Lopatenko" Details Back
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Name
Andrei Lopatenko
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Company
Zillow Group
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Designation
VP Technologies
Topic
AI, ML, Cloud for ML
Abstract
The architecture of modern AI-powered search engine will be presented. We will describe key components from data acquisition to indexing to query understanding to ranking to user assistance and what AI/ML technologies are needed to build and evaluate them. We will present how to hire and manage search team to develop AI-powered consumer facing search engines
Who is this presentation for?
engineers and managers building search engines and teams to develop search engines
Prerequisite knowledge:
Basic Information Retrieval and MAchine LEarning
What you'll learn?
How to build domain specific search engines such as search engines for ecommerce, maps, media. What's a reference architecture, what open source solutions to use, what ML technologies will be required, how to hire and manage search team