Halyna Oliinyk: "Building ML-powered search engine"

Information about the speaker: Halyna Oliinyk is a Senior Data Scientist in Delivery Hero. Halyna is interested in end-to-end delivery ML services from research to deployment, design and implementation of distributed systems, weakly supervised deep learning, cross-lingual NLP.

This talk will be interesting for people who would like to gain understanding of how to build a search engine which will have smart features like query autocomplete, query expansion, query correction, ML ranking of search results, etc. It will cover the basics of the challenges observed during the process of defining and solving these tasks, the most common approaches to deliver problem-solving models, and some state-of-art methodologies to further improve the system. We will also talk about the business perspective of the features and how ML metrics are correlated with business deliverables that product owners are interested in during development of the services.

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Видео Halyna Oliinyk: "Building ML-powered search engine" канала Data Science UA