Patents by Inventor Sandeep Sacheti
Sandeep Sacheti 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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Patent number: 10733675Abstract: A description of a machine learning (ML) model is received, with the ML model including multiple features such as an unlikely combination feature, which corresponds to a first attribute to be located in an invoice and a second attribute to be located the invoice concurrently with the first attribute. Training data is received, including (i) invoice data with multiple invoices, each including the first attribute and the second attribute, and respective values of the first attribute and the second attribute, and (ii) validity data including indications of which of the invoices are valid and which of the invoices are invalid. The ML model is trained using the training data using the ML model. The training includes applying the values of the attributes to the unlikely combination feature. The ML model is applied to an invoice to be validated to determine a probability that the invoice is invalid.Type: GrantFiled: November 9, 2017Date of Patent: August 4, 2020Assignee: WOLTERS KLUWER ELM SOLUTIONS, INC.Inventors: Abhishek Mittal, Anand K. Ramteke, Sandeep Sacheti, Jeetu Gupta, Florence Merceron, Sharon Horozaniecki
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Publication number: 20190139147Abstract: A description of a machine learning (ML) model is received, with the ML model including multiple features such as an unlikely combination feature, which corresponds to a first attribute to be located in an invoice and a second attribute to be located the invoice concurrently with the first attribute. Training data is received, including (i) invoice data with multiple invoices, each including the first attribute and the second attribute, and respective values of the first attribute and the second attribute, and (ii) validity data including indications of which of the invoices are valid and which of the invoices are invalid. The ML model is trained using the training data using the ML model. The training includes applying the values of the attributes to the unlikely combination feature. The ML model is applied to an invoice to be validated to determine a probability that the invoice is invalid.Type: ApplicationFiled: November 9, 2017Publication date: May 9, 2019Applicant: WOLTERS KLUWER ELM SOLUTIONS, INC.Inventors: Abhishek Mittal, Anand K. Ramteke, Sandeep Sacheti, Jitendra M. Gupta, Florence Merceron, Sharon Horozaniecki
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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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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: 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: 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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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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Publication number: 20110196818Abstract: 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: April 19, 2011Publication date: August 11, 2011Applicant: 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: 7953762Abstract: 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 9, 2008Date of Patent: May 31, 2011Assignee: 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: 20090259685Abstract: 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: April 9, 2008Publication date: October 15, 2009Inventors: Sanjay S. Agrawal, Sastry V.S.M. Durvasula, Narasimha Murthy, Sandeep Sacheti, Deep Thomas, Karl Von Wolff
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Publication number: 20090259664Abstract: 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: April 9, 2008Publication date: October 15, 2009Inventors: Narasimha Murthy, Mickey S. Oralevich, Sandeep SACHETI, Deep Thomas
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Patent number: 7542931Abstract: The present invention provides systems and methods for global address verification of a transaction, such as a transaction card purchase. In accordance with an exemplary embodiment of the present invention, the system verifies a billing address and/or an alternate address (e.g., shipping address) in a single transaction. The billing address and/or the alternate address are associated with a transaction card purchaser. If the billing and/or alternate addresses are verified, then the transaction card issuer may offer a payment guarantee to the merchant. The merchant may choose to ship the purchased item to either a billing address or an alternate address. If the address is not verified, then the transaction card issuer may choose not to offer a payment guarantee to the merchant, and the merchant may choose not to ship the item to the alternate address.Type: GrantFiled: June 3, 2002Date of Patent: June 2, 2009Assignee: American Express Travel Related Services Company, Inc.Inventors: Catherine B. Black, Diane Farrell, Chin H. Khor, Vernon Marshall, Sandeep Sacheti, Tracy J. Steiner