Patents by Inventor Moloy Kumar Sinha

Moloy Kumar Sinha 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).

  • Gross margin recovery with supervised machine learning technique
    Patent number: 11599895
    Abstract: A mechanism is provided to proactively forecast gross margin for a business unit of an organization utilizing machine learning techniques. Embodiments provide a cascading-architecture machine-learning model to predict gross margin for a period (e.g., an upcoming quarter), utilizing metrics both internal and external to the organization. Internal metrics can include list price change, discounting change, cost impact, and the like. External metrics can include customer information such as propensity to purchase and purchase consumption.
    Type: Grant
    Filed: July 17, 2019
    Date of Patent: March 7, 2023
    Assignee: Dell Products L.P.
    Inventors: Moloy Kumar Sinha, Rajkumar Dan
  • Gross Margin Recovery with Supervised Machine Learning Technique
    Publication number: 20210019772
    Abstract: A mechanism is provided to proactively forecast gross margin for a business unit of an organization utilizing machine learning techniques. Embodiments provide a cascading-architecture machine-learning model to predict gross margin for a period (e.g., an upcoming quarter), utilizing metrics both internal and external to the organization. Internal metrics can include list price change, discounting change, cost impact, and the like. External metrics can include customer information such as propensity to purchase and purchase consumption.
    Type: Application
    Filed: July 17, 2019
    Publication date: January 21, 2021
    Applicant: Dell Products L.P.
    Inventors: Moloy Kumar Sinha, Rajkumar Dan