Patents by Inventor Sunil Kumara D S

Sunil Kumara D S 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).

  • Artificial intelligence (AI) based predictions and recommendations for equipment
    Patent number: 11694124
    Abstract: An Artificial Intelligence (AI)-based attribute prediction system generates predictions for attributes of highly customized equipment in response to received user requests. Processed historical data is initially used to generate feature combinations which are then employed along with a plurality of statistical and machine learning (ML) models in order to identify a best scoring model-feature combination in two selection cycles using multiple selection criteria. The predictions for an attribute are generated by the best scoring model and feature combination. Various insights regarding the features affecting the attribute can be additionally derived to provide recommendations to the user.
    Type: Grant
    Filed: June 14, 2019
    Date of Patent: July 4, 2023
    Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
    Inventors: Rajarajan Thangavel Ramalingam, Vladimir Valeryevich Ryabovol, Auri Priyadharshini Munivelu, Ramanathan Lakshmanan, Ravi Kanth Vinnakota, Sunil Kumara D S, Basavaraj Chidanandappa, Venkata Rama Krishna Perumalla
  • ARTIFICIAL INTELLIGENCE (AI) BASED PREDICTIONS AND RECOMMENDATIONS FOR EQUIPMENT
    Publication number: 20200394533
    Abstract: An Artificial Intelligence (AI)-based attribute prediction system generates predictions for attributes of highly customized equipment in response to received user requests. Processed historical data is initially used to generate feature combinations which are then employed along with a plurality of statistical and machine learning (ML) models in order to identify a best scoring model-feature combination in two selection cycles using multiple selection criteria. The predictions for an attribute are generated by the best scoring model and feature combination. Various insights regarding the features affecting the attribute can be additionally derived to provide recommendations to the user.
    Type: Application
    Filed: June 14, 2019
    Publication date: December 17, 2020
    Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED
    Inventors: Rajarajan Thangavel RAMALINGAM, Vladimir Valeryevich RYABOVOL, Auri Priyadharshini MUNIVELU, Ramanathan LAKSHMANAN, Ravi Kanth VINNAKOTA, Sunil Kumara D S, Basavaraj CHIDANANDAPPA, Venkata Rama Krishna PERUMALLA