Patents Assigned to Empath, Inc.
  • Publication number: 20240232743
    Abstract: A system comprising: a skills data store; an employee action data store; at least one hardware processor; and one or more software modules that are configured to, when executed by the at least one hardware processor, retrieve skills data and employee action data from the skills data store and employee action data store, train a classification model, wherein training a classification model comprises performing feature preprocessing, generating an LDA topic vector and TF/IDF Word2Vec similarity scoring, and use AutoML to train ML models, and infer employee skills and levels based on the classification model and employee action data.
    Type: Application
    Filed: February 16, 2024
    Publication date: July 11, 2024
    Applicant: EMPATH, INC.
    Inventors: Adam Blum, Vladislav Khyzanov
  • Patent number: 11934978
    Abstract: A system comprising: a skills data store; an employee action data store; at least one hardware processor; and one or more software modules that are configured to, when executed by the at least one hardware processor, retrieve skills data and employee action data from the skills data store and employee action data store, train a classification model, wherein training a classification model comprises performing feature preprocessing, generating an LDA topic vector and TF/IDF Word2Vec similarity scoring, and use AutoML to train ML models, and infer employee skills and levels based on the classification model and employee action data.
    Type: Grant
    Filed: September 9, 2021
    Date of Patent: March 19, 2024
    Assignee: Empath, Inc.
    Inventors: Adam Blum, Vladislav Khizanov