Sharad K Kalyani

Title: Innovations by Sharad K Kalyani

Introduction

Sharad K Kalyani is an accomplished inventor based in Coppell, TX (US). He has made significant contributions to the field of technology, particularly in the area of automated document processing. With a total of 3 patents to his name, Kalyani's work showcases his expertise and innovative thinking.

Latest Patents

One of Kalyani's latest patents focuses on the automated categorization and assembly of low-quality images into electronic documents. This invention includes an apparatus that comprises a memory and a processor. The memory stores document categories and text generated from images of physical document pages. A machine learning algorithm is employed to extract features associated with natural language processing and the text. The algorithm generates a feature vector that includes multiple features and produces a set of probabilities indicating the likelihood that a physical document belongs to a specific category. The processor then applies this algorithm to the text, identifies the highest probability, and assigns the image to the corresponding document category.

Another patent by Kalyani also addresses the automated categorization and assembly of low-quality images into electronic documents. This apparatus similarly includes a memory and processor, with the memory storing document categories and text generated from images. The text may contain errors due to noise in the image. The machine learning algorithm is designed to extract features related to natural language processing and the errors present in the text. It generates a feature vector and a set of probabilities, which the processor uses to assign the image to the appropriate document category based on the highest probability.

Career Highlights

Sharad K Kalyani is currently employed at Bank of America Corporation, where he continues to innovate and develop new technologies. His work has had a significant impact on the efficiency of document processing and categorization.

Collaborations

Kalyani collaborates with talented individuals such as Van Nguyen and Sean Michael Byrne, contributing to a dynamic work environment that fosters innovation.

Conclusion

Sharad K Kalyani's contributions to technology through his patents demonstrate his commitment to advancing automated document processing. His innovative solutions are paving the way for more efficient handling of low-quality images in electronic documentation.