machine learning Articles

  • Initially a Chicago-based data analyst, Jelanah had her heart set on a more meaningful career in frontend (UI) engineering. She chronicles for us how a life-changing engineering mentor at LinkedIn unlocked her frontend technical skills, supported a relocation to Atlanta, and championed a promotion to software engineer. Finding the right fit at LinkedIn After I...

  • New Approaches For Detecting AI-Generated Profile Photos

    June 20, 2023

    Co-authors: Shivansh Mundra, Gonzalo Aniano Porcile, Smit Marvaniya, Hany Farid A core part of what we do on the Trust Data Team at LinkedIn is create, deploy, and maintain models that detect and prevent many types of abuse. This spans the detection and prevention of fake accounts, account takeovers, and policy-violating content. We are constantly working to...

  • Our Learnings from the Early Days of Generative AI

    April 6, 2023

    It’s been an exciting few months at LinkedIn, as our engineering and product teams have been working hard to build some new and advanced AI-powered experiences for our members and customers. I have the opportunity to sit at such a unique vantage point where I get to see first hand the work that went into setting the technology foundations - from the technical...

  • After working as a data scientist and AI engineer in Seoul, globetrotters Vasundhara and her husband decided to relocate to Dublin for...

  • Co-authors - Blake Lawit and Ya Xu Editors Note: This post originally appeared on LinkedIn's Official Blog. LinkedIn was founded with...

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

    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...