Patents by Inventor Deep Thomas

Deep Thomas 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).

  • Patent number: 11823072
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Grant
    Filed: October 4, 2018
    Date of Patent: November 21, 2023
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
  • Publication number: 20190034815
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Application
    Filed: October 4, 2018
    Publication date: January 31, 2019
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
  • Patent number: 10115058
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Grant
    Filed: May 16, 2017
    Date of Patent: October 30, 2018
    Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
    Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
  • Publication number: 20170249556
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Application
    Filed: May 16, 2017
    Publication date: August 31, 2017
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
  • Patent number: 9684869
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Grant
    Filed: October 9, 2015
    Date of Patent: June 20, 2017
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
  • Publication number: 20160034819
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Application
    Filed: October 9, 2015
    Publication date: February 4, 2016
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
  • Patent number: 9195671
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Grant
    Filed: November 28, 2012
    Date of Patent: November 24, 2015
    Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
    Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
  • Patent number: 8886654
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.
    Type: Grant
    Filed: August 9, 2013
    Date of Patent: November 11, 2014
    Assignee: America Express Travel Related Services Company, Inc.
    Inventors: Sanjay S. Agrawal, Sastry V. S. M. Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
  • Patent number: 8700367
    Abstract: A system and method for viewing models and model variables within a sophisticated modeling environment is disclosed. The system provides varying levels of insight into a modeling infrastructure to help the user understand model and model variable dependencies, usage, distribution, and/or the like. The method includes storing model and model variable data within a relational database system, receiving a request from a user interfacing with the system via a web interface, extracting search criteria and presentation preferences from the request, formulating and executing one or more queries on the database to retrieve the required data, formatting the data in accordance with the request, and returning the data to the requesting user in the form of a web page.
    Type: Grant
    Filed: April 20, 2012
    Date of Patent: April 15, 2014
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
  • Publication number: 20130332232
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.
    Type: Application
    Filed: August 9, 2013
    Publication date: December 12, 2013
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: Sanjay S. Agrawal, Sastry V.S.M. Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
  • Patent number: 8533235
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.
    Type: Grant
    Filed: June 22, 2012
    Date of Patent: September 10, 2013
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Sanjay S. Agrawal, Sastry VSM Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
  • Patent number: 8515899
    Abstract: The initial systems analysis of a new data source fully defines each data element and also designs, tests and encodes complete data integration instructions for each data element. A metadata cache stores the data element definition and data element integration instructions. The metadata cache enables a comprehensive view of data elements in an enterprise data architecture. When data is requested that includes data elements defined in a metadata cache, the metadata cache and associated software modules automatically generate database elements to fully integrate the requested data elements into existing databases.
    Type: Grant
    Filed: May 9, 2012
    Date of Patent: August 20, 2013
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry V S M Durvasula, Marat S. Khalfin, Deep Thomas
  • Patent number: 8341166
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
    Type: Grant
    Filed: April 9, 2008
    Date of Patent: December 25, 2012
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
  • Publication number: 20120271604
    Abstract: A system and method for viewing models and model variables within a sophisticated modeling environment is disclosed. The system provides varying levels of insight into a modeling infrastructure to help the user understand model and model variable dependencies, usage, distribution, and/or the like. The method includes storing model and model variable data within a relational database system, receiving a request from a user interfacing with the system via a web interface, extracting search criteria and presentation preferences from the request, formulating and executing one or more queries on the database to retrieve the required data, formatting the data in accordance with the request, and retuning the data to the requesting user in the form of a web page.
    Type: Application
    Filed: April 20, 2012
    Publication date: October 25, 2012
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
  • Publication number: 20120265720
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.
    Type: Application
    Filed: June 22, 2012
    Publication date: October 18, 2012
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: Sanjay S. Agrawal, Sastry VSM Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
  • Publication number: 20120221606
    Abstract: The initial systems analysis of a new data source fully defines each data element and also designs, tests and encodes complete data integration instructions for each data element. A metadata cache stores the data element definition and data element integration instructions. The metadata cache enables a comprehensive view of data elements in an enterprise data architecture. When data is requested that includes data elements defined in a metadata cache, the metadata cache and associated software modules automatically generate database elements to fully integrate the requested data elements into existing databases.
    Type: Application
    Filed: May 9, 2012
    Publication date: August 30, 2012
    Applicant: American Express Travel Related Services Company, Inc.
    Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry VSM Durvasula, Marat S. Khalfin, Deep Thomas
  • Patent number: 8229973
    Abstract: A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.
    Type: Grant
    Filed: April 19, 2011
    Date of Patent: July 24, 2012
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Sanjay S. Agrawal, Sastry V S M Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
  • Patent number: 8195603
    Abstract: The initial systems analysis of a new data source fully defines each data element and also designs, tests and encodes complete data integration instructions for each data element. A metadata cache stores the data element definition and data element integration instructions. The metadata cache enables a comprehensive view of data elements in an enterprise data architecture. When data is requested that includes data elements defined in a metadata cache, the metadata cache and associated software modules automatically generate database elements to fully integrate the requested data elements into existing databases.
    Type: Grant
    Filed: September 1, 2011
    Date of Patent: June 5, 2012
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry VSM Durvasula, Marat S. Khalfin, Deep Thomas
  • Patent number: 8190410
    Abstract: A system and method for viewing models and model variables within a sophisticated modeling environment is disclosed. The system provides varying levels of insight into a modeling infrastructure to help the user understand model and model variable dependencies, usage, distribution, and/or the like. (original) The method includes storing model and model variable data within a relational database system, receiving a request from a user interfacing with the system via a web interface, extracting search criteria and presentation preferences from the request, formulating and executing one or more queries on the database to retrieve the required data, formatting the data in accordance with the request, and retuning the data to the requesting user in the form of a web page.
    Type: Grant
    Filed: January 4, 2007
    Date of Patent: May 29, 2012
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
  • Patent number: 8180611
    Abstract: A system and method for viewing models and model variables within a sophisticated modeling environment is disclosed. The system provides varying levels of insight into a modeling infrastructure to help the user understand model and model variable dependencies, usage, distribution, and/or the like. The method includes storing model and model variable data within a relational database system, receiving a request from a user interfacing with the system via a web interface, extracting search criteria and presentation preferences from the request, formulating and executing one or more queries on the database to retrieve the required data, formatting the data in accordance with the request, and retuning the data to the requesting user in the form of a web page.
    Type: Grant
    Filed: January 4, 2007
    Date of Patent: May 15, 2012
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey