Patents by Inventor Nirmit V. Desai

Nirmit V. Desai 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).

  • Publication number: 20250181893
    Abstract: A method, computer system, and a computer program product are provided. A first data sample is received via a computer. The first data sample is compared to a collection of models to select one of the models that is determined as a best match for the first data sample. The comparing includes (A) the computer comparing metrics of data summarization for the first data sample to metrics of data summarization of the models and (B) the computer comparing a neural network metric for the first data sample to respective neural network metrics for the models.
    Type: Application
    Filed: December 1, 2023
    Publication date: June 5, 2025
    Inventors: Nancy Anne Greco, Shiqiang Wang, Nirmit V. Desai
  • Patent number: 12323475
    Abstract: A computer-implemented method, a computer system and a computer program product route meeting sessions through a venue based on device availability. The method includes identifying a plurality of sessions in a venue network, where each session in the plurality of sessions comprises session data that is associated with a network slice. The network slice includes connection requirements. The method also includes receiving a connection request from a user, where the connection request includes a session in the plurality of sessions. The method further includes determining an available device to receive the session data, where the available device satisfies the connection requirements of the network slice. Lastly, the method includes associating the available device with the network slice, where the session data is transmitted to the available device.
    Type: Grant
    Filed: August 18, 2022
    Date of Patent: June 3, 2025
    Assignee: International Business Machines Corporation
    Inventors: Laura Wynter, Nirmit V Desai, Mudhakar Srivatsa, Chaitanya Kumar
  • Patent number: 12265837
    Abstract: Methods and systems for emulating an application include generating a log template to match one or more patterns in a set of application logs collected from an original application. Semantic state representations are learned for the original application from the log template. A classifier is trained to predict a next action template based on a sequence of prior action templates. A regressor is trained to generate a parameter value for a template based on a sequence of prior action templates and a particular semantic state of the original application.
    Type: Grant
    Filed: April 18, 2023
    Date of Patent: April 1, 2025
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Nirmit V Desai, Jae-Wook Ahn, Tova Roth, Dinesh C. Verma, Douglas M. Freimuth, Seraphin Bernard Calo, Anshu Kak, Steven A Waite, Roger Hollander
  • Patent number: 12249041
    Abstract: Described are techniques for oblique image rectification. The techniques include receiving an original image depicting an oblique view of a circular object and pre-processing the original image into an edge image. The techniques further include generating, by a machine learning model based on the edge image, a heatmap including an ellipse formed by the oblique view of the circular object. The techniques further include computing ellipse parameters describing the ellipse of the heatmap. The techniques further include performing, using the ellipse parameters, an affine transformation on the original image to generate a rectified image, where the rectified image converts the ellipse to a circle.
    Type: Grant
    Filed: October 24, 2022
    Date of Patent: March 11, 2025
    Assignee: International Business Machines Corporation
    Inventors: Sebastien Gilbert, Michele Merler, Dhiraj Joshi, Apurv Gupta, Shyama Prosad Chowdhury, Chidansh Amitkumar Bhatt, Nirmit V. Desai
  • Patent number: 12186907
    Abstract: Dynamically adjusting, using artificial intelligence (AI), sensors and models of an autonomous roaming robotic device, which includes receiving data regarding an asset at a computer of a roaming robotic device from sensors on the robotic device. The robotic device identifies an asset at a location using the sensors, and the robotic device has instructions, received from a control system, to inspect the location or items at the location. The data is analyzed using the computer of the robotic device, and the analysis includes using historical data for the asset. An AI model is loaded using the computer of the robotic device, based on the identification of the asset. A sensor is selected using the computer of the robotic device, for conducting an inspection of the asset based on the analysis of the data and the AI model.
    Type: Grant
    Filed: October 26, 2021
    Date of Patent: January 7, 2025
    Assignee: International Business Machines Corporation
    Inventors: Jenny S. Li, Raghu Ramaswamy, Nirmit V Desai, Dhiraj Joshi, Satish Rajani, Nancy Anne Greco, Shiva G, Aakash Praliya, Wei-Han Lee, Luis Angel Bathen, Tova Roth, Sujoy Kumar Roy Chowdhury, Prakriti Pritmani, Kay Murphy, Shilpa Shenai, Arun Yashwant Ingale, Ajjay Ratnakar, Gwilym Benjamin Lee Newton
  • Publication number: 20240354132
    Abstract: Methods and systems for emulating an application include generating a log template to match one or more patterns in a set of application logs collected from an original application. Semantic state representations are learned for the original application from the log templates. A classifier is trained to predict a next action template based on a sequence of prior action templates. A regressor is trained to generate a parameter value for a template based on a sequence of prior action templates and particular semantic state of the original application.
    Type: Application
    Filed: April 18, 2023
    Publication date: October 24, 2024
    Inventors: Nirmit V. Desai, Jae-Wook Ahn, Tova Roth, Dinesh C. Verma, Douglas M. Freimuth, Seraphin Bernard Calo, Anshu Kak, Steven A. Waite, Roger Hollander
  • Patent number: 12099559
    Abstract: A data mining method, system, and non-transitory computer readable medium include obtaining a subset of public records of data in a public domain and performing data mining, via private domain data, within the subset of the public records of data to find data in the public domain corresponding to a particular individual.
    Type: Grant
    Filed: September 23, 2021
    Date of Patent: September 24, 2024
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Nirmit V. Desai, Bong Jun Ko, Jorge J. Ortiz, Swati Rallapalli, Theodoros Salonidis, Rahul Urgaonkar, Dinesh C. Verma
  • Publication number: 20240265261
    Abstract: In various examples, a computer-implemented method includes: receiving, by one or more processing devices, acoustic content data; receiving, by the one or more processing devices, acoustic data for a target environment; training, by the one or more processing devices, a neural network model on the acoustic data for the target environment to extract features of the target environment; using, by the one or more processing devices, the neural network model to transfer the features of the target environment to the acoustic content data; constructing, by the one or more processing devices, the acoustic content data with the transferred features of the target environment; and outputting, by the one or more processing devices, via a user interface (UI), information on and configurable options for the training of the neural network model on the acoustic data for the target environment.
    Type: Application
    Filed: February 2, 2023
    Publication date: August 8, 2024
    Inventors: Jae-Wook Ahn, Nirmit V Desai, Chunheng Jiang
  • Publication number: 20240232407
    Abstract: An example operation may include one or more of receiving, via a proxy located in a first geographic jurisdiction, a request for data from a software program, wherein the data is stored in a database located in a second geographic jurisdiction, identifying a regulatory constraint that must be enforced on the data stored in the database in the second geographic jurisdiction based on a policy associated with the second geographic jurisdiction, retrieving, via the proxy in the first geographic jurisdiction, the data requested from a proxy located in the second geographic jurisdiction, delivering the data received from the proxy located in the second geographic jurisdiction to the software program, and executing, via the proxy in the first geographic jurisdiction, an additional action on the data to comply with the regulatory constraint of the second geographic jurisdiction.
    Type: Application
    Filed: January 6, 2023
    Publication date: July 11, 2024
    Inventors: Seraphin Bernard Calo, Dinesh C. Verma, Nirmit V. Desai, Douglas M. Freimuth, Anshu Kak, Tova Roth, Steven A Waite, Roger Hollander
  • Publication number: 20240233067
    Abstract: Described are techniques for oblique image rectification. The techniques include receiving an original image depicting an oblique view of a circular object and pre-processing the original image into an edge image. The techniques further include generating, by a machine learning model based on the edge image, a heatmap including an ellipse formed by the oblique view of the circular object. The techniques further include computing ellipse parameters describing the ellipse of the heatmap. The techniques further include performing, using the ellipse parameters, an affine transformation on the original image to generate a rectified image, where the rectified image converts the ellipse to a circle.
    Type: Application
    Filed: October 24, 2022
    Publication date: July 11, 2024
    Inventors: Sebastien Gilbert, Michele Merler, Dhiraj Joshi, Apurv Gupta, Shyama Prosad Chowdhury, CHIDANSH AMITKUMAR BHATT, Nirmit V. Desai
  • Publication number: 20240233359
    Abstract: Computer-implemented methods for deploying models at edge devices without retraining. Aspects include receiving, from a user an identification of a computing task to be performed by an edge device and obtaining, a data set corresponding to the computing task. Aspects also include determining a supernet model space based at least in part on the computing task and creating a plurality of trained models for the computing task by training a plurality of deep learning models within the supernet model space with the data set. Aspects further include deploying one of the plurality of trained models to the edge device, wherein the one of the plurality of trained models is determined based at least in part on one or more characteristics of the edge device.
    Type: Application
    Filed: January 9, 2023
    Publication date: July 11, 2024
    Inventors: Achintya Kundu, Rhui Dih Lee, Laura Wynter, Luis Angel Bathen, Nirmit V. Desai
  • Publication number: 20240135486
    Abstract: Described are techniques for oblique image rectification. The techniques include receiving an original image depicting an oblique view of a circular object and pre-processing the original image into an edge image. The techniques further include generating, by a machine learning model based on the edge image, a heatmap including an ellipse formed by the oblique view of the circular object. The techniques further include computing ellipse parameters describing the ellipse of the heatmap. The techniques further include performing, using the ellipse parameters, an affine transformation on the original image to generate a rectified image, where the rectified image converts the ellipse to a circle.
    Type: Application
    Filed: October 23, 2022
    Publication date: April 25, 2024
    Inventors: Sebastien Gilbert, Michele Merler, Dhiraj Joshi, Apurv Gupta, Shyama Prosad Chowdhury, CHIDANSH AMITKUMAR BHATT, Nirmit V. Desai
  • Publication number: 20240112444
    Abstract: Automated analog gauge reading is provided. The method comprises a computer system receiving input of an image and detecting at least one analog gauge in the image. The computer system corrects the orientation of the analog gauge in the image and detects scene text and tick labels on the analog gauge. The computer system determines a position of a pointer on the analog gauge relative to the scene text and outputs a gauge reading value based on an arithmetic progression of tick labels and angle of the pointer with respect to minimum and maximum values on the analog gauge.
    Type: Application
    Filed: September 29, 2022
    Publication date: April 4, 2024
    Inventors: Michele Merler, Dhiraj Joshi, Apurv Gupta, Sebastien Gilbert, Shyama Prosad Chowdhury, Chidansh Amitkumar Bhatt, Nirmit V. Desai
  • Publication number: 20240064566
    Abstract: A computer-implemented method, a computer system and a computer program product provide differentiated services to spectrum zones based on user activity. The method includes obtaining a current spectrum zone configuration for a physical environment from a server. The method also includes capturing activity data from the physical environment. The method further includes identifying an event of interest in the activity data, wherein the event of interest comprises network requirements. The method also includes determining that the network requirements of the event of interest are not satisfied by the current spectrum zone configuration for the physical environment. Lastly, the method includes modifying the current spectrum zone configuration based on the network requirements.
    Type: Application
    Filed: August 18, 2022
    Publication date: February 22, 2024
    Inventors: Laura Wynter, Nirmit V Desai, MUDHAKAR SRIVATSA, CHAITANYA KUMAR
  • Publication number: 20240064183
    Abstract: A computer-implemented method, a computer system and a computer program product route meeting sessions through a venue based on device availability. The method includes identifying a plurality of sessions in a venue network, where each session in the plurality of sessions comprises session data that is associated with a network slice. The network slice includes connection requirements. The method also includes receiving a connection request from a user, where the connection request includes a session in the plurality of sessions. The method further includes determining an available device to receive the session data, where the available device satisfies the connection requirements of the network slice. Lastly, the method includes associating the available device with the network slice, where the session data is transmitted to the available device.
    Type: Application
    Filed: August 18, 2022
    Publication date: February 22, 2024
    Inventors: Laura Wynter, Nirmit V. Desai, MUDHAKAR SRIVATSA, CHAITANYA KUMAR
  • Patent number: 11907963
    Abstract: Personalization with on-device privacy preservation is provided by receiving, at a user device, a generalized recommendation from a remote provider backend, which include a plurality of candidate items responsive to a request from an application running on the user device; generating a plurality of candidate vectors corresponding to the plurality of candidate items representing a corresponding candidate item in a binary format across a plurality of metrics associated with the plurality of candidate items; generating a user vector based on personal data stored on the user device, the user vector representing a user in a binary format across one or more metrics associated with the personal data; determining interaction propensities based on the user vector and the plurality of candidate vectors according to a global model run on the user device; and displaying, on the user device, the plurality of candidate items according to the interaction propensities.
    Type: Grant
    Filed: October 29, 2019
    Date of Patent: February 20, 2024
    Assignee: International Business Machines Corporation
    Inventors: Kelvin Kakugwa, Joe Latone, Nirmit V Desai, Shahrokh Daijavad, Wendy Chong, Heather D Achilles, Dinesh C Verma, Bijan Davari
  • Patent number: 11874700
    Abstract: Embodiments are disclosed for a method for a wearable secure data device. The method includes setting an operational mode for the wearable secure data device that stores a plurality of secure data items. The method also includes receiving a request for at least one of the secure data items from a client device that is communicating with a third-party device. Additionally, the method includes determining if the operational mode is associated with allowing access to the secure data items. Further, the method includes providing a response based on the determination.
    Type: Grant
    Filed: November 12, 2019
    Date of Patent: January 16, 2024
    Assignee: International Business Machines Corporation
    Inventors: Dinesh C. Verma, Bong Jun Ko, Shahrokh Daijavad, Nirmit V Desai, Mudhakar Srivatsa
  • Patent number: 11856478
    Abstract: A method of determining a range between two devices, which can for instance be wireless devices, such as handheld devices. The method performs a double-sided two-way ranging protocol at the two devices. This protocol causes the two devices to transmit and receive signals, with a view to determining the range between the two devices, using a two-way ranging methods, where each of the signals is a composite tone generated as a composition of two waveforms that are timewise separated by a gap to form a bipolar waveform. The gap is a zero or low-amplitude signal, contrasting with the two waveforms. The particular pattern in the correlation footprint eases the determination of the time of flight. The method can be used to measure social distancing.
    Type: Grant
    Filed: August 25, 2021
    Date of Patent: December 26, 2023
    Assignee: International Business Machines Corporation
    Inventors: Lior Limonad, Dean Haber, Ashafaaq Minhas, John Maxwell Cohn, Marc PH. Stoecklin, Nirmit V Desai, Jonathan Muehlstein
  • Patent number: 11822610
    Abstract: A data mining method, system, and non-transitory computer readable medium, include defining a set of filter constraints as a filter function for clustering users' private records of data of a private domain, selecting a subset of users' public records of data from a filtered set of data from a public domain that is common with the users' private records of data, and creating a data file including the matched user of the private domain to the public records of the user of the private domain, where the set of the filter constraints comprises a function that captures the subset of the users' public records of data who are of interest to the private domain, and only performs data mining with that set of information from the public domain.
    Type: Grant
    Filed: May 10, 2019
    Date of Patent: November 21, 2023
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Nirmit V. Desai, Bong Jun Ko, Jorge J. Ortiz, Swati Rallapalli, Theodoros Salonidis, Rahul Urgaonkar, Dinesh C. Verma
  • Publication number: 20230186121
    Abstract: A method, computer program product, and system include a processor(s) that engages, based on a request for an inference, from a group of sensors of multiple modalities at a physical location, sensor(s) of a main modality to provide data to a pipeline to generate the inference. The pipeline includes one or more machine learning models which generate the inference for a downstream task. The processor(s) obtains raw data from the sensor(s) of the main modality and applies an outlier detector to the raw data. Based on determining that there is an outlier the processor(s) automatically engages sensor(s) of at least one different modality than the main modality from the group of sensors of multiple modalities and obtains new raw data from the sensor(s) of the at least one different modality. The processor(s) applies the one or more machine learning models to the new raw data to derive the inference.
    Type: Application
    Filed: December 10, 2021
    Publication date: June 15, 2023
    Inventors: Jenny S. Li, Nirmit V. Desai, Dhiraj Joshi, Raghu Ramaswamy, Satish Rajani