machine learning Articles

  • Improving the customer’s experience via ML-driven payment routing

    January 25, 2023

    Co-Authors: Xianyun Mao, Stan Xu, Rachit Kumar, Vikas R, Xia Hong, and Divyakumar Menghani As a LinkedIn member, you can subscribe to LinkedIn Premium on a monthly or annual basis. For our customers, we offer the same option for our Talent Solutions and/or Sales Navigator products. For each, LinkedIn offers subscription renewal payments. These subscription...

  • Feathr-joins-LF-AI-and-Data-Foundation

    Feathr joins LF AI & Data Foundation

    September 12, 2022

    Co-authors: Hangfei Lin, Jinghui Mo We’re excited to announce today that Feathr is joining LF AI & Data, the Linux Foundation’s umbrella foundation supporting open source innovation in artificial intelligence (AI) and data. Feathr is a feature store that simplifies machine learning (ML) feature serving and improves developer productivity. “We're excited to...

  • Improving Post Search at LinkedIn

    August 25, 2022

    Co-authors: Amol Chandla, Jagadeesan Sundaresan, Siddharth Pratap Singh, Saipriya Kumar, and Anand Kishore At LinkedIn Search, we strive to serve results that are most relevant to a member’s query, from a wide variety of verticals such as jobs they may be interested in, people they may want to connect with, or posts that are trending within their industry. Post...

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    One-stop MLOps portal at LinkedIn

    May 19, 2022

    Co-authors: Eing Ong, Shannon Bain, and Daniel Qiu What is MLOps? Before we dive into our MLOps portal, let’s begin by defining MLOps...

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    Improving job matching with machine-learned activity...

    May 11, 2022

    Co-Authors: Alex Tsun, Bo Ling, Nikita Zhiltsov, Declan Boyd, Benjamin Le, Aman Grover, and Daniel Hewlett Introduction One major goal...

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    Open sourcing Feathr – LinkedIn’s feature store for...

    April 12, 2022

    We are open sourcing Feathr – the feature store we built to simplify machine learning (ML) feature management and improve developer...