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: Pontus Lindstrom: Innovator in Machine Learning Metadata Prediction
Introduction
Pontus Lindstrom is a notable inventor based in Olofstorp, 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
Pontus 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. Pontus has 1 patent to his name.
Career Highlights
Pontus is currently employed at DocuSign, Inc., where he continues to develop innovative solutions that enhance document management and processing. His work focuses on integrating machine learning technologies to improve user experience and efficiency in document handling.
Collaborations
Pontus collaborates with talented professionals in his field, including his coworker Kaushik Narayanan. Together, they work on advancing the capabilities of machine learning applications in document processing.
Conclusion
Pontus Lindstrom's contributions to machine learning and document metadata prediction exemplify the innovative spirit of modern inventors. His work not only enhances document management but also paves the way for future advancements in the field.