Patents by Inventor Adam Rumanek

Adam Rumanek 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).

  • MULTI-CACHE BASED DIGITAL OUTPUT GENERATION
    Publication number: 20240095170
    Abstract: Multi-cache-based digital output generation is provided. A system receives data objects that include fields from a remote data source. The system sorts the data objects based on a field to generate a sorted data set. The system cleans the sorted data set to generate a clean data set based on a policy. The system receives a request for a type of digital output based on the data objects received from the data source and loads a portion of the clean data set to a first level cache. The system selects a machine learning model configured for the type of digital output, and loads a primary cache with a subset of fields stored in the first level cache selected based on the machine learning model. The system generates, based on the first level cache being complete, digital output corresponding to the type of digital output from data in the primary cache.
    Type: Application
    Filed: November 15, 2023
    Publication date: March 21, 2024
    Applicant: Aux Mode Inc.
    Inventors: Adam Rumanek, Charles Sinsofsky
  • Multi-cache based digital output generation
    Patent number: 11853217
    Abstract: Multi-cache-based digital output generation is provided. A system receives data objects that include fields from a remote data source. The system sorts the data objects based on a field to generate a sorted data set. The system cleans the sorted data set to generate a clean data set based on a policy. The system receives a request for a type of digital output based on the data objects received from the data source and loads a portion of the clean data set to a first level cache. The system selects a machine learning model configured for the type of digital output, and loads a primary cache with a subset of fields stored in the first level cache selected based on the machine learning model. The system generates, based on the first level cache being complete, digital output corresponding to the type of digital output from data in the primary cache.
    Type: Grant
    Filed: July 1, 2022
    Date of Patent: December 26, 2023
    Inventors: Adam Rumanek, Charles Sinsofsky
  • MULTI-CACHE BASED DIGITAL OUTPUT GENERATION
    Publication number: 20220334969
    Abstract: Multi-cache-based digital output generation is provided. A system receives data objects that include fields from a remote data source. The system sorts the data objects based on a field to generate a sorted data set. The system cleans the sorted data set to generate a clean data set based on a policy. The system receives a request for a type of digital output based on the data objects received from the data source and loads a portion of the clean data set to a first level cache. The system selects a machine learning model configured for the type of digital output, and loads a primary cache with a subset of fields stored in the first level cache selected based on the machine learning model. The system generates, based on the first level cache being complete, digital output corresponding to the type of digital output from data in the primary cache.
    Type: Application
    Filed: July 1, 2022
    Publication date: October 20, 2022
    Applicant: Aux Mode Inc.
    Inventors: Adam Rumanek, Charles Sinsofsky
  • Multi-cache based digital output generation
    Patent number: 11397681
    Abstract: Multi-cache-based digital output generation is provided. A system receives data objects that include fields from a remote data source. The system sorts the data objects based on a field to generate a sorted data set. The system cleans the sorted data set to generate a clean data set based on a policy. The system receives a request for a type of digital output based on the data objects received from the data source and loads a portion of the clean data set to a first level cache. The system selects a machine learning model configured for the type of digital output, and loads a primary cache with a subset of fields stored in the first level cache selected based on the machine learning model. The system generates, based on the first level cache being complete, digital output corresponding to the type of digital output from data in the primary cache.
    Type: Grant
    Filed: December 21, 2020
    Date of Patent: July 26, 2022
    Assignee: AUX MODE INC.
    Inventors: Adam Rumanek, Charles Sinsofsky
  • MULTI-CACHE BASED DIGITAL OUTPUT GENERATION
    Publication number: 20220197796
    Abstract: Multi-cache-based digital output generation is provided. A system receives data objects that include fields from a remote data source. The system sorts the data objects based on a field to generate a sorted data set. The system cleans the sorted data set to generate a clean data set based on a policy. The system receives a request for a type of digital output based on the data objects received from the data source and loads a portion of the clean data set to a first level cache. The system selects a machine learning model configured for the type of digital output, and loads a primary cache with a subset of fields stored in the first level cache selected based on the machine learning model. The system generates, based on the first level cache being complete, digital output corresponding to the type of digital output from data in the primary cache.
    Type: Application
    Filed: December 21, 2020
    Publication date: June 23, 2022
    Applicant: Aux Mode Inc.
    Inventors: Adam Rumanek, Charles Sinsofsky