Patents by Inventor PRASHANTA SAHA
PRASHANTA SAHA 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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Publication number: 20230384920Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: ApplicationFiled: August 11, 2023Publication date: November 30, 2023Applicant: Capital One Services, LLCInventors: Seemit SHETH, Prashanta SAHA, Huey-Meng NING, Romit DASGUPTA, Joydeep DASGUPTA, Xinyu CHEN, Sandeep KOMATIREDDY
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Patent number: 11755185Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: GrantFiled: April 12, 2021Date of Patent: September 12, 2023Assignee: Capital One Services, LLCInventors: Seemit Sheth, Prashanta Saha, Huey-Meng Ning, Romit Dasgupta, Joydeep Dasgupta, Xinyu Chen, Sandeep Komatireddy
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Publication number: 20230049418Abstract: Some embodiments of the present application include obtaining datasets including a plurality of features and computing a correlation score between each of the features. Based on the correlation scores, the features may be clustered together such that each cluster includes features that are correlated with one another, and features included in different feature clusters lack correlation with one another. A machine learning model may be selected based on a set of input features for the model and the plurality of clusters such that each input feature is included in one of the feature clusters and no feature cluster includes more than one of the input features. Datasets may then be selected based on the set of input features, which may be used to generate training data for training the machine learning model.Type: ApplicationFiled: September 27, 2021Publication date: February 16, 2023Applicant: Capital One Services, LLCInventors: Prashanta SAHA, Souvik BISWAS, Joydeep DASGUPTA
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Publication number: 20210232297Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: ApplicationFiled: April 12, 2021Publication date: July 29, 2021Applicant: Capital One Services, LLCInventors: Seemit SHETH, Prashanta SAHA, Huey-Meng NING, Romit DASGUPTA, Joydeep DASGUPTA, Xinyu CHEN, Sandeep KOMATIREDDY
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Patent number: 11003341Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: GrantFiled: February 4, 2020Date of Patent: May 11, 2021Assignee: Capital One Services, LLCInventors: Seemit Sheth, Prashanta Saha, Huey-Meng Ning, Romit Dasgupta, Joydeep Dasgupta, Xinyu Chen, Sandeep Komatireddy
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Publication number: 20200174647Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: ApplicationFiled: February 4, 2020Publication date: June 4, 2020Applicant: Capital One Services, LLCInventors: SEEMIT SHETH, PRASHANTA SAHA, HUEY-MENG NING, ROMIT DASGUPTA, JOYDEEP DASGUPTA, XINYU CHEN, SANDEEP KOMATIREDDY
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Patent number: 10606459Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: GrantFiled: April 26, 2018Date of Patent: March 31, 2020Assignee: Capital One Services, LLCInventors: Seemit Sheth, Prashanta Saha, Huey-Meng Ning, Romit Dasgupta, Joydeep Dasgupta, Xinyu Chen, Sandeep Komatireddy
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Publication number: 20190265870Abstract: Methods and systems for monitoring through graphical user interfaces are disclosed. In one aspect, a system is disclosed that includes a processor and data storage including instructions that, when executed by the processor, cause the system to perform operations. The operations include maintaining an input file including predetermined criteria for a plurality of factors, receiving a model dataset generated using a model, based on the input file and the model dataset, generating a first graphical user interface that includes a graphical illustration of a subset of the plurality of factors, a model risk for the model, and a selectable feature associated with a selected factor in the subset and a selected time period. The operations further include receiving through the first graphical user interface a selection of the selectable feature, and, in response, generating a second graphical user interface that recolors a portion of the first graphical user interface.Type: ApplicationFiled: April 26, 2018Publication date: August 29, 2019Applicant: CAPITAL ONE SERVICES, LLCInventors: SEEMIT SHETH, PRASHANTA SAHA, HUEY-MING NING, ROMIT DASGUPTA, JOYDEEP DASGUPTA, XINYU CHEN, SANDEEP KOMATIREDDY