Intuit, Inc.

Pankaj Rastogi

Caio Vinicius Soares

Sumanth Venkatasubbaiah

Abhishek Jain

Qingbo Hu

Yuwen Ellen Wu

Karthik Prakash

Andreas Mavrommatis

Nicholas Jeffrey Hoh

Frank Wisniewski

Certain aspects of the present disclosure provide techniques for operation of a feature management platform. A feature management platform is an end-to-end platform developed to manage the full lifecycle of data features. For example, to create a stateful feature, the feature management platform can receive a processing artifact from a computing device. The processing artifact defines the stateful feature, including the data source to retrieve event data from, when to retrieve the event data, the type of transform to apply, etc. Based on the processing artifact, the feature management system generates a processing job (e.g., the API defines a pipeline), which when initiated generates a vector that encapsulates the stateful feature. The vector is transmitted to the computing device that locally hosts a model, which generates a prediction that is transmitted to the feature management platform. Subsequently, the predication and stateful feature can be transmitted to other computing devices.

Real time fault tolerant stateful featurization

Growing community of inventors

Fremont, CA, United States of America

Pankaj Rastogi