Lyft, Inc.

Swiftlane, Inc.

Saurabh Bajaj

Davide Crapis

Ehud Milo

Omar Khalid

Eran Davidov

Sergej Pershaj

Nagesh Bhad

The present application discloses an improved transportation matching system, and corresponding methods and computer-readable media. According to disclosed embodiments, a transportation matching system trains a predictive request model to generate a metric predicted to trigger an increase in transportation provider activity within the geographic area for a given time period. Furthermore, the system determines a predicted gap between expected request activity and expected transportation provider activity for the geographic area during a future time period, utilizes the predictive request model and the predicted gap to generate a metric for the geographic area, and generates an interactive map associated with a customized schedule for the geographic area and the future time period based on the generated metric.

Using a predictive request model to optimize provider resources

A physical access control (PAC) system configured to perform a two-factor authentication prior to granting access to a secure area. The PAC system includes an access point device configured to perform facial recognition on a person proximate to the access point device, and perform wireless handshake with a mobile device associated with the person prior to granting or denying entry to the secure area.

Two-factor authentication system

Growing community of inventors

San Francisco, CA, United States of America

Saurabh Bajaj