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Building a User Signals Platform at Airbnb

How Airbnb built a stream processing platform to power user personalization. By: Kidai Kwon, Pavan Tambay, Xinrui Hua, Soumyadip (Soumo) Banerjee, Phanindra (Phani) Ganti Understanding user actions is critical for delivering a more personalized product experience. In this blog, we will explore how Airbnb developed a large-scale, near real-time stream processing platform for capturing and […]

Sequence learning: A paradigm shift for personalized ads recommendations

AI plays a fundamental role in creating valuable connections between people and advertisers within Meta’s family of apps. Meta’s ad recommendation engine, powered by deep learning recommendation models (DLRMs), has been instrumental in delivering personalized ads to people. Key to this success was incorporating thousands of human-engineered signals or features in the DLRM-based recommendation system. […]

State of Kotlin Scripting 2024 | The Kotlin Blog

Ecosystem News Anton Yalyshev Ilya Chernikov TL;DR: Kotlin scripting remains an essential part of the Kotlin infrastructure. We continue to support it in the experimental state, and we are concluding certain experiments and reducing the number of scripting-related technologies that we provide and actively develop. Kotlin scripting is the technology that enables executing Kotlin code […]