Patents by Inventor Albin Kuruvilla

Albin Kuruvilla 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).

  • Automatically measuring quality scores for connected components using machine learning models
    Patent number: 11948164
    Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform: generating linkage scores between nodes at least based on a machine learning model; creating links between the nodes to form connected components based on the linkage scores exceeding a predetermined threshold; generating an actual matching linkage set of the nodes linked in the connected components by using a relaxed blocking criteria; and generating a quality score for the connected components. Other embodiments are disclosed.
    Type: Grant
    Filed: November 12, 2021
    Date of Patent: April 2, 2024
    Assignee: WALMART APOLLO, LLC
    Inventors: Mridul Jain, Saigopal Thota, Ashraful Arefeen, Antriksh Akshesh Shah, Albin Kuruvilla, Gajendra Alias Nishad Kamat, Rijul Magu, Neil Mohan Reddy Palleti
  • AUTOMATICALLY MEASURING QUALITY SCORES FOR CONNECTED COMPONENTS USING MACHINE LEARNING MODELS
    Publication number: 20230153848
    Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform: generating linkage scores between nodes at least based on a machine learning model; creating links between the nodes to form connected components based on the linkage scores exceeding a predetermined threshold; generating an actual matching linkage set of the nodes linked in the connected components by using a relaxed blocking criteria; and generating a quality score for the connected components. Other embodiments are disclosed.
    Type: Application
    Filed: November 12, 2021
    Publication date: May 18, 2023
    Applicant: Walmart Apollo, LLC
    Inventors: Mridul Jain, Saigopal Thota, Ashraful Arefeen, Antriksh Akshesh Shah, Albin Kuruvilla, Gajendra Alias Nishad Kamat, Rijul Magu, Neil Mohan Reddy Palleti
  • TRAVERSING AN ADJACENCY LIST ON DISTRIBUTED PROCESSORS
    Publication number: 20230145505
    Abstract: A distributed system including multiple processors associated with non-transitory computer-readable media storing computing instructions. The computing instructions, when collectively executed on the multiple processors, cause the multiple processors collectively to perform certain acts.
    Type: Application
    Filed: January 12, 2023
    Publication date: May 11, 2023
    Applicant: Walmart Apollo, LLC
    Inventors: Saigopal Thota, Mridul Jain, Albin Kuruvilla, Pruthvi Raj Eranti, Antriksh Shah
  • Traversing a large connected component on a distributed file-based data structure
    Patent number: 11556370
    Abstract: A distributed system including multiple processing nodes. The distributed system can perform certain acts. The acts can include receiving a set of input nodes and a set of criteria. The acts can include obtaining an adjacency list representing a large connected component. The large connected component can include nodes, edges, and edge metadata. A quantity of the nodes of the large connected component can exceed 1 billion. The adjacency list can be distributed across the multiple processing nodes. The nodes of the large connected component can include the input nodes. The acts also can include performing one or more iterations of traversing the large connected component until a stopping condition is satisfied.
    Type: Grant
    Filed: January 30, 2020
    Date of Patent: January 17, 2023
    Assignee: WALMART APOLLO, LLC
    Inventors: Saigopal Thota, Mridul Jain, Albin Kuruvilla, Pruthvi Raj Eranti, Antriksh Shah
  • TRAVERSING A LARGE CONNECTED COMPONENT ON A DISTRIBUTED FILE-BASED DATA STRUCTURE
    Publication number: 20210240506
    Abstract: A distributed system including multiple processing nodes. The distributed system can perform certain acts. The acts can include receiving a set of input nodes and a set of criteria. The acts can include obtaining an adjacency list representing a large connected component. The large connected component can include nodes, edges, and edge metadata. A quantity of the nodes of the large connected component can exceed 1 billion. The adjacency list can be distributed across the multiple processing nodes. The nodes of the large connected component can include the input nodes. The acts also can include performing one or more iterations of traversing the large connected component until a stopping condition is satisfied.
    Type: Application
    Filed: January 30, 2020
    Publication date: August 5, 2021
    Applicant: Walmart Apollo, LLC
    Inventors: Saigopal Thota, Mridul Jain, Albin Kuruvilla, Pruthvi Raj Eranti, Antriksh Shah