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).
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Patent number: 11823072Abstract: 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: GrantFiled: October 4, 2018Date of Patent: November 21, 2023Assignee: American Express Travel Related Services Company, Inc.Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
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Publication number: 20190034815Abstract: 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: ApplicationFiled: October 4, 2018Publication date: January 31, 2019Applicant: American Express Travel Related Services Company, Inc.Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
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Patent number: 10115058Abstract: 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: GrantFiled: May 16, 2017Date of Patent: October 30, 2018Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
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Publication number: 20170249556Abstract: 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: ApplicationFiled: May 16, 2017Publication date: August 31, 2017Applicant: American Express Travel Related Services Company, Inc.Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
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Patent number: 9684869Abstract: 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: GrantFiled: October 9, 2015Date of Patent: June 20, 2017Assignee: American Express Travel Related Services Company, Inc.Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
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Publication number: 20160034819Abstract: 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: ApplicationFiled: October 9, 2015Publication date: February 4, 2016Applicant: American Express Travel Related Services Company, Inc.Inventors: NARASIMHA MURTHY, MICKEY S. ORALEVICH, SANDEEP SACHETI, DEEP THOMAS
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Patent number: 9195671Abstract: 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: GrantFiled: November 28, 2012Date of Patent: November 24, 2015Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
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Patent number: 8886654Abstract: 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: GrantFiled: August 9, 2013Date of Patent: November 11, 2014Assignee: 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
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Patent number: 8700367Abstract: 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: GrantFiled: April 20, 2012Date of Patent: April 15, 2014Assignee: American Express Travel Related Services Company, Inc.Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
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Publication number: 20130332232Abstract: 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: ApplicationFiled: August 9, 2013Publication date: December 12, 2013Applicant: 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
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Patent number: 8533235Abstract: 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: GrantFiled: June 22, 2012Date of Patent: September 10, 2013Assignee: American Express Travel Related Services Company, Inc.Inventors: Sanjay S. Agrawal, Sastry VSM Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
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Patent number: 8515899Abstract: 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: GrantFiled: May 9, 2012Date of Patent: August 20, 2013Assignee: American Express Travel Related Services Company, Inc.Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry V S M Durvasula, Marat S. Khalfin, Deep Thomas
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Patent number: 8341166Abstract: 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: GrantFiled: April 9, 2008Date of Patent: December 25, 2012Assignee: American Express Travel Related Services Company, Inc.Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep Sacheti, Deep Thomas
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Publication number: 20120271604Abstract: 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: ApplicationFiled: April 20, 2012Publication date: October 25, 2012Applicant: American Express Travel Related Services Company, Inc.Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
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Publication number: 20120265720Abstract: 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: ApplicationFiled: June 22, 2012Publication date: October 18, 2012Applicant: American Express Travel Related Services Company, Inc.Inventors: Sanjay S. Agrawal, Sastry VSM Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
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Publication number: 20120221606Abstract: 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: ApplicationFiled: May 9, 2012Publication date: August 30, 2012Applicant: American Express Travel Related Services Company, Inc.Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry VSM Durvasula, Marat S. Khalfin, Deep Thomas
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Patent number: 8229973Abstract: 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: GrantFiled: April 19, 2011Date of Patent: July 24, 2012Assignee: 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
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Patent number: 8195603Abstract: 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: GrantFiled: September 1, 2011Date of Patent: June 5, 2012Assignee: American Express Travel Related Services Company, Inc.Inventors: Eddie J. Alvarez, Stephen K. Dantu, Sastry VSM Durvasula, Marat S. Khalfin, Deep Thomas
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Patent number: 8190410Abstract: 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: GrantFiled: January 4, 2007Date of Patent: May 29, 2012Assignee: American Express Travel Related Services Company, Inc.Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey
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Patent number: 8180611Abstract: 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: GrantFiled: January 4, 2007Date of Patent: May 15, 2012Assignee: American Express Travel Related Services Company, Inc.Inventors: Manisha Jain, Michael Shamai Oralevich, Sandeep K. Sacheti, Deep Thomas, Donald Robert McGimpsey