This inventor holds 1 USPTO granted patent and 3 published patent applications. Top assignee: Docusign, Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Vinay Jethava: Innovator in Machine Learning and Document Metadata Prediction
Introduction
Vinay Jethava is a notable inventor based in Bjärred, Sweden. He has made significant contributions to the field of machine learning, particularly in the area of document metadata prediction. His innovative approach leverages advanced algorithms to enhance the way documents are processed and understood.
Latest Patents
Vinay Jethava holds a patent titled "Triggering execution of machine learning based prediction of document metadata." This system predicts metadata attributes associated with documents using machine learning models. The document may represent an interaction between entities. The system trains machine learning models to predict scores indicating whether a token or a sequence of tokens in a document represents a metadata attribute. The metadata prediction is used to annotate the document and display it to users. The system receives user feedback via the user interface and uses this feedback to evaluate or retrain the model. Additionally, the system generates training data by receiving a set of annotated documents and comparing them against other documents to identify matching documents. It determines when to execute the machine learning-based metadata prediction based on steps of the document workflow executed by the system. Vinay has 1 patent to his name.
Career Highlights
Vinay Jethava is currently employed at DocuSign, Inc., where he continues to innovate and develop solutions that enhance document management and processing. His work focuses on integrating machine learning technologies to streamline workflows and improve user experiences.
Collaborations
Vinay collaborates with Kaushik Narayanan, a fellow innovator in the field. Together, they work on projects that push the boundaries of machine learning applications in document processing.
Conclusion
Vinay Jethava's contributions to machine learning and document metadata prediction exemplify the impact of innovative thinking in technology. His work not only advances the field but also enhances the efficiency of document management systems.