This inventor holds 3 USPTO granted patents and 3 published patent applications. Top assignee: Fmr Corp.. Active years: 2023-2024.
Company Filing History:
Years Active: 2023-2024
Title: Bidhan Roy - Innovator in Machine Learning and Document Processing
Introduction
Bidhan Roy is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of machine learning and document processing. With a total of 3 patents to his name, Roy is recognized for his innovative approaches to solving complex problems in data management and classification.
Latest Patents
Roy's latest patents include groundbreaking systems and methods for machine learning-based rule discovery for data migration. This invention focuses on deriving classification rules from documents and databases using rule-based machine learning. The method involves extracting first variables from documents and second variables from a database, filtering these variables, and deriving classification rules based on the extracted data. Additionally, it calculates the accuracy of these rules and suggests additional variables for improved classification.
Another notable patent is the automatic identification of document sections to generate a searchable data structure. This invention describes methods and apparatuses for identifying text sections within a document to create a hierarchical data structure. The process includes converting documents into different formats, generating metadata, and determining document sections based on extracted text blocks. This innovation enhances the searchability of documents, making it easier to locate relevant information.
Career Highlights
Bidhan Roy is currently employed at FMR Corp., where he continues to develop innovative solutions in his field. His work has significantly impacted the way organizations manage and process data, particularly in the context of machine learning applications.
Collaborations
Roy collaborates with talented individuals such as Amol Vinayak Jadhav and Punitha Chandrasekar. Together, they contribute to advancing technology and improving methodologies in their respective areas of expertise.
Conclusion
Bidhan Roy is a distinguished inventor whose work in machine learning and document processing has led to valuable patents and innovations. His contributions continue to shape the future of data management and classification.