This inventor holds 2 USPTO granted patents. Top assignee: Automation Anywhere, Inc.. Active years: 2021.
Company Filing History:
Years Active: 2021
Title: Mukesh Methaniya: Innovator in Document Recognition Technologies
Introduction
Mukesh Methaniya is a prominent inventor based in Vadodara, India. He has made significant contributions to the field of document recognition technologies, holding 2 patents that enhance the efficiency of data extraction from digitized documents. His work focuses on automating the recognition of tables and checkboxes, which are critical for processing information in various applications.
Latest Patents
Mukesh's latest patents include innovative systems for the computerized recognition and extraction of tables in digitized documents. This technology allows for the extraction of information contained in tables by retrieving table layout data through auto-generated bounding boxes. The system identifies tables by scanning the document and generating a Row Possibility Confidence Value (RPCV) to determine the likelihood of a detected row being part of the actual table. This method streamlines the process of data extraction, especially for documents with repeated tables.
Another notable patent focuses on the computerized recognition of checkboxes in digitized documents. This system enables automatic identification of checkboxes and the extraction of their contents. Users can annotate documents by marking checkboxes with visually perceptible bounding boxes. The annotated documents are then processed using a machine learning engine that employs advanced convolutional operations. The identified checkboxes and their corresponding values are stored as label-value pairs, facilitating efficient data management.
Career Highlights
Mukesh Methaniya is currently employed at Automation Anywhere, Inc., where he continues to develop cutting-edge technologies in automation and document processing. His expertise in machine learning and data extraction has positioned him as a valuable asset in the field.
Collaborations
Some of Mukesh's coworkers include Derek S Chan and Nakuldev Patel, who collaborate with him on various projects within the company. Their combined efforts contribute to the advancement of automation technologies.
Conclusion
Mukesh Methaniya's innovative work in document recognition technologies showcases his commitment to improving data extraction processes. His patents reflect a deep understanding of automation and machine learning, making significant strides in the field.