Patents by Inventor Chhavi Tiwari

Chhavi Tiwari has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Systems and methods for classifying vehicle trips
    Patent number: 11898857
    Abstract: Systems and methods in accordance with embodiments of the invention can obtain and use a variety of telematics data to classify trips taken by a vehicle. Trip models can be generated based on telematics data captured during the operation of a vehicle. A variety of features of the trip model, such as the timing and/or location of stops made by the vehicle during one or more trips, can be used to classify the trip as a business trip or a personal trip. In several embodiments, machine classifiers are trained to classify features within the trip models based on historical trips that have been classified as business trips or personal trips. A number of trip models can be combined with other driver attributes to classify a particular vehicle and/or driver as engaged with a transportation network company.
    Type: Grant
    Filed: November 1, 2021
    Date of Patent: February 13, 2024
    Assignee: Allstate Insurance Company
    Inventors: Alex Kreig, Anthony Recchia, En-Chieh Yang, Kelly Link, Chhavi Tiwari
  • Systems and Methods for Classifying Vehicle Trips
    Publication number: 20220299323
    Abstract: Systems and methods in accordance with embodiments of the invention can obtain and use a variety of telematics data to classify trips taken by a vehicle. Trip models can be generated based on telematics data captured during the operation of a vehicle. A variety of features of the trip model, such as the timing and/or location of stops made by the vehicle during one or more trips, can be used to classify the trip as a business trip or a personal trip. In several embodiments, machine classifiers are trained to classify features within the trip models based on historical trips that have been classified as business trips or personal trips. A number of trip models can be combined with other driver attributes to classify a particular vehicle and/or driver as engaged with a transportation network company.
    Type: Application
    Filed: November 1, 2021
    Publication date: September 22, 2022
    Inventors: Alex Kreig, Anthony Recchia, En-Chieh Yang, Kelly Link, Chhavi Tiwari
  • Systems and methods for classifying vehicle trips
    Patent number: 11162802
    Abstract: Systems and methods in accordance with embodiments of the invention can obtain and use a variety of telematics data to classify trips taken by a vehicle. Trip models can be generated based on telematics data captured during the operation of a vehicle. A variety of features of the trip model, such as the timing and/or location of stops made by the vehicle during one or more trips, can be used to classify the trip as a business trip or a personal trip. In several embodiments, machine classifiers are trained to classify features within the trip models based on historical trips that have been classified as business trips or personal trips. A number of trip models can be combined with other driver attributes to classify a particular vehicle and/or driver as engaged with a transportation network company.
    Type: Grant
    Filed: October 28, 2019
    Date of Patent: November 2, 2021
    Assignee: Allstate Insurance Company
    Inventors: Alex Kreig, Anthony Recchia, En-Chieh Yang, Kelly Link, Chhavi Tiwari
  • Systems and Methods for Classifying Vehicle Trips
    Publication number: 20210123749
    Abstract: Systems and methods in accordance with embodiments of the invention can obtain and use a variety of telematics data to classify trips taken by a vehicle. Trip models can be generated based on telematics data captured during the operation of a vehicle. A variety of features of the trip model, such as the timing and/or location of stops made by the vehicle during one or more trips, can be used to classify the trip as a business trip or a personal trip. In several embodiments, machine classifiers are trained to classify features within the trip models based on historical trips that have been classified as business trips or personal trips. A number of trip models can be combined with other driver attributes to classify a particular vehicle and/or driver as engaged with a transportation network company.
    Type: Application
    Filed: October 28, 2019
    Publication date: April 29, 2021
    Inventors: Alex Kreig, Anthony Recchia, En-Chieh Yang, Kelly Link, Chhavi Tiwari