Twilio Inc.

Samuel Vaughn Tucker

Hanhan Wang

Rowan Michael Wing

Nicole Woytarowicz

Inga Mgherbrishvili

Methods, systems, and computer programs are presented for estimating if a user belongs to an audience category. One method includes an operation for accessing events generated at a website. Each event comprises a data structure describing an operation performed by a user, from a group of users, when accessing the website. Further, the method includes an operation for providing event information and information of a first user, for a predefined time window, as input to an audience machine-learning (ML) model. The audience ML model is trained with training data comprising values for features that include event features, user information features, and audience labels. The method further includes operations for generating, by the audience ML model, a score for the first user indicating a probability that the first user belongs to the audience, and for determining if the user belongs to the audience based on the score.

Growing community of inventors

Minneapolis, MN, United States of America

Samuel Vaughn Tucker