Vidhya R Shetty

Title: Vidhya R Shetty: Innovator in Machine Learning and Document Classification

Introduction

Vidhya R Shetty is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of machine learning, particularly in the area of document classification and validation. Her innovative approach has led to the development of a patented technology that enhances the efficiency of expense management processes.

Latest Patents

Vidhya R Shetty holds a patent for a machine learning-based information extraction system. This invention involves computer-readable media, methods, and systems that apply machine learning mechanisms to classify and validate documents based on expense rule sets and external data validation services. The process begins with receiving document images associated with expenses in connection with a reimbursable event. Data associated with these images is transmitted to an optical character recognition (OCR) image processor, which recognizes the contents and coordinates of the documents. The OCR data is then tokenized to extract expense details, and the tokenized text along with coordinates is sent to a text feature generator. The resulting text feature vectors are classified, and document fields are extracted to validate the document, ultimately generating corresponding reimbursement instructions.

Career Highlights

Vidhya R Shetty is currently employed at SAP SE, where she continues to innovate and develop solutions that leverage machine learning technologies. Her work has not only advanced the field of document processing but has also contributed to improving operational efficiencies within organizations.

Collaborations

Vidhya collaborates with her coworker, Subhadeep Khan, who is also a talented professional in the field. Together, they work on projects that aim to enhance the capabilities of machine learning applications in various domains.

Conclusion

Vidhya R Shetty's contributions to machine learning and document classification exemplify the impact of innovative thinking in technology. Her patented work is a testament to her expertise and dedication to advancing the field.