This inventor holds 5 USPTO granted patents. Top assignee: Bentley Systems, Inc.. Active years: 2022-2026.
Company Filing History:
Years Active: 2022-2026
Title: Innovations by Kaustubh Page
Introduction
Kaustubh Page is an accomplished inventor based in Bee Cave, TX (US). He has made significant contributions to the field of component management services through his innovative patents. With a total of 5 patents, his work focuses on utilizing machine learning techniques to enhance the organization and classification of components.
Latest Patents
One of Kaustubh's latest patents is titled "Techniques for organizing components in a component management service based on geometry and metadata-based classification." This invention involves a component management service that identifies related components using a combination of machine learning model geometry-based classification and text-based classification. The service accesses a variety of components, each associated with a geometry mesh and textual metadata. It classifies components based on geometric similarity and textual similarity, producing confidence scores for each classification. The service then displays components together that exceed a certain confidence threshold.
Another notable patent is "Automatic identification of misclassified elements of an infrastructure model." This invention provides techniques to automatically identify misclassified elements using machine learning. It employs both supervised and unsupervised machine learning methods to train classification models and detect abnormal associations in data. Misclassifications are identified and displayed for user review and correction.
Career Highlights
Kaustubh Page is currently employed at Bentley Systems, Inc., where he applies his expertise in machine learning and component management. His innovative work has positioned him as a key contributor in the field, driving advancements in infrastructure modeling and classification techniques.
Collaborations
Throughout his career, Kaustubh has collaborated with talented individuals such as Karl-Alexandre Jahjah and Marc-André Lapointe. These collaborations have further enriched his work and contributed to the success of his projects.
Conclusion
Kaustubh Page is a notable inventor whose work in machine learning and component management has led to significant advancements in the field. His innovative patents reflect his commitment to improving classification techniques and enhancing infrastructure modeling.