Company Filing History:
Years Active: 2023-2024
Title: Innovations by Shivakumara Narayanaswamy
Introduction
Shivakumara Narayanaswamy is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of technology, holding a total of four patents. His work primarily focuses on advanced methods that leverage machine learning and automated processes.
Latest Patents
One of his latest patents is titled "Calibrated risk scoring and sampling." This method implements calibrated risk scoring and sampling by extracting features from a record. A risk score associated with the record is generated using a machine learning model. The record is then mapped to a risk bucket based on this risk score, which may include multiple risk bucket records. A record is selected from these risk bucket records with a sampling threshold that corresponds to the risk bucket. Finally, a form prepopulated with values from the record is presented to a client device.
Another notable patent is "Dynamically extracting n-grams for automated vocabulary updates." This invention involves systems and methods for dynamically extracting n-grams from received text. An n-gram extracted from the text is matched to a canonical n-gram from a vocabulary to identify a tag for the text. The n-gram weight is computed by adjusting the term frequency of the n-gram. A relevancy score is then calculated for the tag using the n-gram weight and the n-gram frequency of the canonical n-gram. The relevancy score of the n-gram is subsequently presented.
Career Highlights
Shivakumara Narayanaswamy is currently employed at Intuit, Inc., where he continues to innovate and develop new technologies. His work has had a significant impact on the industry, particularly in the areas of risk assessment and natural language processing.
Collaborations
He has collaborated with talented coworkers, including Byungkyu Kang and Zhewen Fan, contributing to a dynamic and innovative work environment.
Conclusion
Shivakumara Narayanaswamy's contributions to technology through his patents demonstrate his expertise and commitment to innovation. His work continues to influence the fields of machine learning and automated systems.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.