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Airbnb Engineering & Data Science

  • AI
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  • Machine Learning-Powered Search Ranking of Airbnb Experiences

    Machine Learning-Powered Search Ranking of Airbnb Experiences

    How we built and iterated on a machine learning Search Ranking platform for a new two-sided marketplace and how we helped it grow.
    Go to the profile of Mihajlo Grbovic
    Mihajlo Grbovic
    Feb 5
    Our Swift Style Guide Is Now Open Source

    Our Swift Style Guide Is Now Open Source

    It’s been four years of Swift at Airbnb. The language has changed and our practices have too. Today, we’re sharing how we write Swift.
    Go to the profile of Francisco Díaz
    Francisco Díaz
    Feb 5
    Contextualizing Airbnb by Building Knowledge Graph

    Contextualizing Airbnb by Building Knowledge Graph

    Introducing how we built the Knowledge Graph at Airbnb, which helped us categorize our inventories and deliver contexts to people.
    Go to the profile of Xiaoya Wei
    Xiaoya Wei
    Jan 29
    Discovering and Classifying In-app Message Intent at Airbnb

    Discovering and Classifying In-app Message Intent at Airbnb

    Conversational AI is inspiring us to rethink the customer experience on our platform.
    Go to the profile of Michelle (Guqian) Du
    Michelle (Guqian) Du
    Jan 22
    Latest
    Empowering Data Science with Engineering Education

    Empowering Data Science with Engineering Education

    Engineering education enables data scientists to better interface with engineering and ensures higher data quality.
    Go to the profile of Michelle (Guqian) Du
    Michelle (Guqian) Du
    Jan 18
    Beyond “How May I Help you? “

    Beyond “How May I Help you? “

    How we used sequence models and LSTM networks to create suggested responses for our customer service agents
    Go to the profile of Cindy Chen
    Cindy Chen
    Dec 18, 2018
    Introducing Deploy Pipelines to Airbnb

    Introducing Deploy Pipelines to Airbnb

    One intern’s foray into the depths of infrastructure, and lessons learned about how the apparently simple is typically anything but.
    Go to the profile of Alexander Katz
    Alexander Katz
    Dec 18, 2018
    Open Source
    Introducing AloeStackView for iOS

    Introducing AloeStackView for iOS

    A simple class for laying out a collection of views with a convenient API.
    Go to the profile of Marli Oshlack
    Marli Oshlack
    Oct 30, 2018
    Accelerating Services at Airbnb by Building — and Open Sourcing — a Blazing Fast Thrift Binding for…

    Accelerating Services at Airbnb by Building — and Open Sourcing — a Blazing Fast Thrift Binding for…

    Introducing Sparsam, Airbnb’s implementation of Thrift Serializer in Ruby. Sparsam is up to 25x faster than the old Thrift Ruby Binding in…
    Go to the profile of Andy Fang
    Andy Fang
    Jul 31, 2017
    BinaryAlert: Real-time Serverless Malware Detection

    BinaryAlert: Real-time Serverless Malware Detection

    Go to the profile of Austin Byers
    Austin Byers
    Jul 25, 2017
    Alerting Framework at Airbnb

    Alerting Framework at Airbnb

    The Need
    Go to the profile of Jimmy Ngo
    Jimmy Ngo
    Mar 17, 2017
    Superset: Scaling Data Access and Visual Insights at Airbnb

    Superset: Scaling Data Access and Visual Insights at Airbnb

    By Alanna Scott, Bogdan Kyryliuk, Eli Brumbaugh, Jeff Feng, Max Beauchemin and Vera Liu
    Go to the profile of Jeff Feng
    Jeff Feng
    Feb 9, 2017
    Introducing Lottie

    Introducing Lottie

    Our new open-source tool makes adding animation to native apps a snap.
    Go to the profile of AirbnbEng
    AirbnbEng
    Feb 1, 2017
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