Patents by Inventor Arpan Somani

Arpan Somani 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).

  • Computer-based systems for data entity matching detection based on latent similarities in large datasets and methods of use thereof
    Patent number: 11899676
    Abstract: At least some embodiments are directed to an entity matching detection system. The entity matching detection system includes a latent similarity identification machine learning model that receives one or more data records and generates a final similarity score indicative of a latent similarity between the one or more data records and a second data record. The entity matching detection system can identify lexical and semantic similarities between attribute values and can analyze and compute similarity scores for direct-linked attribute values and cross-linked attribute values extracted from different data records.
    Type: Grant
    Filed: December 12, 2022
    Date of Patent: February 13, 2024
    Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
    Inventors: Arpan Somani, Salil Rajeev Joshi, Shourya Roy
  • COMPUTER-BASED SYSTEMS FOR DATA ENTITY MATCHING DETECTION BASED ON LATENT SIMILARITIES IN LARGE DATASETS AND METHODS OF USE THEREOF
    Publication number: 20230177059
    Abstract: At least some embodiments are directed to an entity matching detection system. The entity matching detection system includes a latent similarity identification machine learning model that receives one or more data records and generates a final similarity score indicative of a latent similarity between the one or more data records and a second data record. The entity matching detection system can identify lexical and semantic similarities between attribute values and can analyze and compute similarity scores for direct-linked attribute values and cross-linked attribute values extracted from different data records.
    Type: Application
    Filed: December 12, 2022
    Publication date: June 8, 2023
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: Arpan SOMANI, Salil Rajeev JOSHI, Shourya ROY
  • Computer-based systems for data entity matching detection based on latent similarities in large datasets and methods of use thereof
    Patent number: 11526523
    Abstract: At least some embodiments are directed to an entity matching detection system. The entity matching detection system includes a latent similarity identification machine learning model that receives one or more data records and generates a final similarity score indicative of a latent similarity between the one or more data records and a second data record. The entity matching detection system can identify lexical and semantic similarities between attribute values and can analyze and compute similarity scores for direct-linked attribute values and cross-linked attribute values extracted from different data records.
    Type: Grant
    Filed: January 28, 2021
    Date of Patent: December 13, 2022
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Arpan Somani, Salil Rajeev Joshi, Shourya Roy
  • Computer-Based Systems for Data Entity Matching Detection Based on Latent Similarities in Large Datasets and Methods of Use Thereof
    Publication number: 20210248149
    Abstract: At least some embodiments are directed to an entity matching detection system. The entity matching detection system includes a latent similarity identification machine learning model that receives one or more data records and generates a final similarity score indicative of a latent similarity between the one or more data records and a second data record. The entity matching detection system can identify lexical and semantic similarities between attribute values and can analyze and compute similarity scores for direct-linked attribute values and cross-linked attribute values extracted from different data records.
    Type: Application
    Filed: January 28, 2021
    Publication date: August 12, 2021
    Inventors: Arpan Somani, Salil Rajeev Joshi, Shourya Roy