Patents by Inventor Randeep Ramamurthy

Randeep Ramamurthy 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).

  • APPLYING LOGISTIC REGRESSION TO HISTORICAL DATA TO GENERATE FORECAST COEFFICIENTS
    Publication number: 20240135271
    Abstract: Systems and methods to generate predicted variances of an operation based on data from one or more connected databases.
    Type: Application
    Filed: December 11, 2023
    Publication date: April 25, 2024
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • REAL-TIME PROBABILITY DETERMINED ITERATIVELY THROUGHOUT A PERIOD OF TIME
    Publication number: 20240135270
    Abstract: Systems and methods to generate predicted variances of an operation based on data from one or more connected databases.
    Type: Application
    Filed: December 11, 2023
    Publication date: April 25, 2024
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Method to generate predicted variances of an operation based on data from one or more connected databases
    Patent number: 11887025
    Abstract: Systems and methods to generate predicted variances of an operation based on data from one or more connected databases.
    Type: Grant
    Filed: March 30, 2023
    Date of Patent: January 30, 2024
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Denied Boarding Impacts
    Publication number: 20230214731
    Abstract: The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.
    Type: Application
    Filed: February 27, 2023
    Publication date: July 6, 2023
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Remapping of flight leg bookings
    Patent number: 11620587
    Abstract: The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.
    Type: Grant
    Filed: July 16, 2020
    Date of Patent: April 4, 2023
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Network value of a flight leg booking
    Patent number: 11620590
    Abstract: In a computerized remapping system for airline seat bookings, actual airline seat bookings are restated in a remapped form reflecting the value of each leg of the booking from a network perspective, facilitating improved demand forecasts for subsequent seat bookings. In this manner, seat protects and seat pricing may be better allocated to align with actual demand.
    Type: Grant
    Filed: August 12, 2020
    Date of Patent: April 4, 2023
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Real-Time Probability Determined Iteratively Throughout a Period of Time
    Publication number: 20230044327
    Abstract: A system is disclosed for determining a real-time probability iteratively throughout a period of time. The system conducts an upgrade analysis by determining that an expected marginal seat revenue for a sale of an additional coach seat is greater than an expected marginal seat revenue for a sale of an additional first class seat.
    Type: Application
    Filed: September 28, 2022
    Publication date: February 9, 2023
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Applying Logistic Regression to Historical Data to Generate Forecast Coefficients
    Publication number: 20230024107
    Abstract: The system applies logistic regression to historical data to generate forecast coefficients. The system creates an updated authorization parameter in real-time iteratively throughout a period of time.
    Type: Application
    Filed: September 28, 2022
    Publication date: January 26, 2023
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Probability Analysis and Prediction Modeling
    Publication number: 20230012083
    Abstract: A system is disclosed for forecasting costs and determining probabilities, along with the use of prediction modeling. The system analyzes previous actions to determine future actions, while using cost prediction modeling.
    Type: Application
    Filed: September 15, 2022
    Publication date: January 12, 2023
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • REMAPPING FLIGHT LEG BOOKINGS
    Publication number: 20200372420
    Abstract: A computer based system for determining even-spaced quantiles using class authorization level values and network values. Determining a curve and a set of revised values, and remapping based on the revised values.
    Type: Application
    Filed: August 12, 2020
    Publication date: November 26, 2020
    Applicant: American Airlines, Inc.
    Inventors: JAMES FOX, MARCIAL LAPP, JULIANNE BOWLES, RANDEEP RAMAMURTHY, YUXI XIAO, DANIEL MUZICH, THOMAS TRENGA
  • Remapping of Flight Leg Bookings
    Publication number: 20200349475
    Abstract: The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.
    Type: Application
    Filed: July 16, 2020
    Publication date: November 5, 2020
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Applying Logistic Regression to Historical Data to Generate Forecast Coefficients
    Publication number: 20200320445
    Abstract: The system applies logistic regression to historical data to generate forecast coefficients. The system creates an updated authorization parameter in real-time iteratively throughout a period of time.
    Type: Application
    Filed: June 22, 2020
    Publication date: October 8, 2020
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Probability Analysis and Prediction Modeling
    Publication number: 20200320443
    Abstract: A system is disclosed for forecasting costs and determining probabilities, along with the use of prediction modeling. The system analyzes previous actions to determine future actions, while using cost prediction modeling.
    Type: Application
    Filed: June 22, 2020
    Publication date: October 8, 2020
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Real-Time Probability Determined Iteratively Throughout a Period of Time
    Publication number: 20200320444
    Abstract: A system is disclosed for determining a real-time probability iteratively throughout a period of time. The system conducts an upgrade analysis by determining that an expected marginal seat revenue for a sale of an additional coach seat is greater than an expected marginal seat revenue for a sale of an additional first class seat.
    Type: Application
    Filed: June 22, 2020
    Publication date: October 8, 2020
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Determining even-spaced quantiles
    Patent number: 10755205
    Abstract: A computer based system for determining even-spaced quantiles using class authorization level values and network values. Determining a curve and a set of revised values, and remapping based on the revised values.
    Type: Grant
    Filed: January 30, 2018
    Date of Patent: August 25, 2020
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Demand class remapping for airline seat bookings
    Patent number: 10755207
    Abstract: In a computerized remapping system for airline seat bookings, actual airline seat bookings are restated in a remapped form reflecting the value of each leg of the booking from a network perspective, facilitating improved demand forecasts for subsequent seat bookings. In this manner, seat protects and seat pricing may be better allocated to align with actual demand.
    Type: Grant
    Filed: August 31, 2017
    Date of Patent: August 25, 2020
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • Determining even-spaced quantiles for network optimization
    Patent number: 10748087
    Abstract: The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.
    Type: Grant
    Filed: November 28, 2017
    Date of Patent: August 18, 2020
    Assignee: AMERICAN AIRLINES, INC.
    Inventors: James Fox, Marcial Lapp, Julianne Bowles, Randeep Ramamurthy, Yuxi Xiao, Daniel Muzich, Thomas Trenga
  • DETERMINING EVEN-SPACED QUANTILES
    Publication number: 20180174080
    Abstract: A computer based system for determining even-spaced quantiles using class authorization level values and network values. Determining a curve and a set of revised values, and remapping based on the revised values.
    Type: Application
    Filed: January 30, 2018
    Publication date: June 21, 2018
    Applicant: American Airlines, Inc.
    Inventors: JAMES FOX, MARCIAL LAPP, JULIANNE BOWLES, RANDEEP RAMAMURTHY, YUXI XIAO, DANIEL MUZICH, THOMAS TRENGA
  • Applying Logistic Regression to Historical Data to Generate Forecast Coefficients
    Publication number: 20180089599
    Abstract: The system applies logistic regression to historical data to generate forecast coefficients. The system creates an updated authorization parameter in real-time iteratively throughout a period of time.
    Type: Application
    Filed: November 10, 2017
    Publication date: March 29, 2018
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga
  • Probability Analysis and Prediction Modeling
    Publication number: 20180089600
    Abstract: A system is disclosed for forecasting costs and determining probabilities, along with the use of prediction modeling. The system analyzes previous actions to determine future actions, while using cost prediction modeling.
    Type: Application
    Filed: November 14, 2017
    Publication date: March 29, 2018
    Applicant: American Airlines, Inc.
    Inventors: James Fox, Randeep Ramamurthy, Julianne Anderson, Arthur Busse, Marcial Lapp, Daniel Muzich, Thomas Trenga