Patents by Inventor Tushar Makkar

Tushar Makkar 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: 20200057634
    Abstract: A method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled by populating selected data fields in the template with information identifying the library model and a set of custom inputs for the library model, and then passing a set of test cases from the set of custom inputs to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion one or more data fields in the template.
    Type: Application
    Filed: October 25, 2019
    Publication date: February 20, 2020
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Patent number: 10564939
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which have similar execution flow similarity measures by evaluating a first contiguous sequence of n items extracted from the first code snippet against a second contiguous sequence of n items extracted from the first library function using an Ngram threshold that is calculated for the first library function and one or more literals from the first code snippet so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.
    Type: Grant
    Filed: June 5, 2017
    Date of Patent: February 18, 2020
    Assignee: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20200051020
    Abstract: The present disclosure provides a method and system to predict cost of transportation of goods for one or more trips. The method includes a first step of receiving a first set of data. In addition, the method includes a second step of fetching a historical data associated with the transportation. Further, the method includes a third step of creating a profile of each type of vehicle of a plurality of vehicles and a fourth step of creating a profile of the plurality of lanes. Furthermore, the method includes a fifth step of analyzing the first set of data, the historical data and the profile of vehicles. The method includes a sixth step of calculating the estimated cost of transportation and a seventh step of displaying the estimated cost of transportation to a user on one or more communication devices.
    Type: Application
    Filed: August 9, 2018
    Publication date: February 13, 2020
    Inventors: Kapish SARAF, Tushar MAKKAR
  • Patent number: 10474455
    Abstract: A library model addition engine adds library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled by populating selected data fields in the template with information identifying the library model and a set of custom inputs for the library model, and then passing a set of test cases from the set of custom inputs to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion one or more data fields in the template.
    Type: Grant
    Filed: September 8, 2017
    Date of Patent: November 12, 2019
    Assignee: DEVFACTORY FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20190114157
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which generate similar outputs from a shared input by parsing each and every line of code in a candidate code snippet to generate a templatized code snippet data structure for the first code snippet, and then testing the templatized code snippet data structure against extracted library function information to check for similarity of outputs between the first code snippet and the first library function in response to a shared input so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.
    Type: Application
    Filed: October 26, 2018
    Publication date: April 18, 2019
    Applicant: DevFactory FZ-LLC
    Inventors: Tushar Makkar, Mukund Mandyam Kannappan
  • Publication number: 20190079741
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by preprocessing input source code files with codeword processing operations to generate a plurality of preprocessed input source code files, identifying candidate code snippets by pruning one or more preprocessed input source code files that do not meet a similarity threshold measure for library functions stored in the system library, and identifying at least a first validated code snippet from the one or more candidate code snippets that matches a first library function stored in the system memory on the basis of at least first and second matching metrics.
    Type: Application
    Filed: September 8, 2017
    Publication date: March 14, 2019
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20190079853
    Abstract: A method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled by populating selected data fields in the template with information identifying the library model, scraping documentation pages to extract test cases, and then scraping test case code to extract the test case input parameters for input to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion one or more data fields in the template.
    Type: Application
    Filed: September 8, 2017
    Publication date: March 14, 2019
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20190079752
    Abstract: A method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a library configuration file format for conveying information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file format may be automatically loaded and validated to ensure that the file is in the correct format and satisfies the constraints provided by the library recommendation engine.
    Type: Application
    Filed: September 8, 2017
    Publication date: March 14, 2019
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20190079753
    Abstract: A method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled with extracted data using an iterative sequence of operations to retrieve, scrape or extract data to automatically populate data fields in library configuration file template for validation processing to ensure that the file is in the correct format and satisfies the constraints provided by the library recommendation engine.
    Type: Application
    Filed: September 8, 2017
    Publication date: March 14, 2019
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20190079754
    Abstract: A method, system, and apparatus are disclosed for adding library models to a library knowledge base by defining a template for a library configuration file that conveys information about each library model, custom inputs and code snippets to facilitate library comparison operations, and education content for the library model, where the library configuration file template may be automatically filled by populating selected data fields in the template with information identifying the library model and a set of custom inputs for the library model, and then passing a set of test cases from the set of custom inputs to an input/output matching engine to evaluate a repository of code snippets and identify a set of functionally similar code snippets for inclusion one or more data fields in the template.
    Type: Application
    Filed: September 8, 2017
    Publication date: March 14, 2019
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20180349106
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying candidate code snippets from the plurality of input source code files that meet a similarity threshold measure for library functions stored in the system library and then identifying at least a first validated code snippet from the candidate code snippets that matches a first library function stored in the system memory on the basis of at least first and second matching metrics so that the developer is presented with a library function recommendation which includes the first validated code snippet, the first library function, and instructions for replacing the first validated code snippet with the first library function.
    Type: Application
    Filed: August 8, 2018
    Publication date: December 6, 2018
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Publication number: 20180349105
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which have similar execution flow similarity measures by evaluating a first contiguous sequence of n items extracted from the first code snippet against a second contiguous sequence of n items extracted from the first library function using an Ngram threshold that is calculated for the first library function and one or more literals from the first code snippet so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.
    Type: Application
    Filed: June 5, 2017
    Publication date: December 6, 2018
    Applicant: DevFactory FZ-LLC
    Inventor: Tushar Makkar
  • Patent number: 10114624
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which generate similar outputs from a shared input by parsing each and every line of code in a candidate code snippet to generate a templatized code snippet data structure for the first code snippet, and then testing the templatized code snippet data structure against extracted library function information to check for similarity of outputs between the first code snippet and the first library function in response to a shared input so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.
    Type: Grant
    Filed: October 12, 2017
    Date of Patent: October 30, 2018
    Assignee: DevFactory FZ-LLC
    Inventors: Tushar Makkar, Mukund Mandyam Kannappan
  • Patent number: 10048945
    Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying candidate code snippets from the plurality of input source code files that meet a similarity threshold measure for library functions stored in the system library and then identifying at least a first validated code snippet from the candidate code snippets that matches a first library function stored in the system memory on the basis of at least first and second matching metrics so that the developer is presented with a library function recommendation which includes the first validated code snippet, the first library function, and instructions for replacing the first validated code snippet with the first library function.
    Type: Grant
    Filed: May 25, 2017
    Date of Patent: August 14, 2018
    Assignee: Devfactory FZ-LLC
    Inventor: Tushar Makkar