Nipun Dureja

Title: Nipun Dureja: Innovator in Document Management Systems

Introduction

Nipun Dureja is a prominent inventor based in Seattle, WA, known for his contributions to the field of document management systems. With a total of five patents to his name, Dureja has made significant strides in enhancing optical character recognition and workflow generation technologies.

Latest Patents

Dureja's latest patents include an "Optical character recognition system with back propagation of an objective loss function." This innovative system performs optical character recognition (OCR) on high-resolution images of documents, obtaining a first set of text. It then applies a machine-learned model on a low-resolution version of the image, producing a denoised image of higher resolution. The system performs OCR on this denoised image, obtaining a second set of text, and compares both sets using an objective loss function. This process allows for the generation of a feature vector that retrains the machine-learned model, enhancing its accuracy.

Another notable patent is "Guided form generation in a document management system." This invention involves generating and modifying workflows based on online documents. The system classifies fields of an online document into categories and generates corresponding form webpages. It can modify the workflow based on user input, ultimately generating a completed document based on the online document and the answers provided.

Career Highlights

Dureja has worked with notable companies such as Amazon Technologies, Inc. and DocuSign, Inc. His experience in these organizations has contributed to his expertise in developing advanced document management solutions.

Collaborations

Throughout his career, Dureja has collaborated with talented individuals, including Alexander Clark Prater and Victor Gregory Estevez. These partnerships have fostered innovation and creativity in his projects.

Conclusion

Nipun Dureja is a distinguished inventor whose work in document management systems has paved the way for advancements in optical character recognition and workflow generation. His contributions continue to influence the industry and enhance the efficiency of document processing technologies.