『Personalized CRM with Bandit algorithm [Uber]』のカバーアート

Personalized CRM with Bandit algorithm [Uber]

Personalized CRM with Bandit algorithm [Uber]

無料で聴く

ポッドキャストの詳細を見る

今ならプレミアムプランが3カ月 月額99円

2026年5月12日まで。4か月目以降は月額1,500円で自動更新します。

概要

In this episode, we explore how Uber tackled the challenge of personalizing CRM communications at scale through contextual bandit strategies enhanced with generative AI embeddings, lightweight and powerful models like LinUCB and XGBoost, and smart decision augmentation with SquareCB. This work shows how data science can take a core business need—delivering relevant user communications—and build systems that adapt in near real time to maximize impact.
For more details, you can refer to their published tech blog, linked here for your reference: https://www.uber.com/blog/enhancing-personalized-crm

まだレビューはありません