Company Filing History:
Years Active: 2021-2023
Title: Divya Venugopalan: Innovator in Machine Learning and Digital Content Delivery
Introduction
Divya Venugopalan is a prominent inventor based in Redwood City, CA. She has made significant contributions to the field of machine learning and digital content delivery. With a total of 3 patents, her work focuses on enhancing user interaction and improving the efficiency of machine-learned models.
Latest Patents
One of her latest patents is titled "Tackling delayed user response by modifying training data for machine-learned models." This innovation provides techniques to address the issue of delayed user responses by modifying training data. In this method, a first machine-learned model generates a score based on a set of feature values. A training instance is created from these feature values, and an attribute of this instance is modified based on the score to produce a modified training instance. This modified instance is then incorporated into the training data, which is used to train a second machine-learned model.
Another notable patent is "Machine-learning-based application for improving digital content delivery." This invention involves a machine that generates a graph representing a personalized conversational flow for the sequenced delivery of digital content. The graph consists of nodes that represent interactive dialogues between the machine and the user, with edges connecting these nodes. The machine displays a user interface that includes prompts related to job-seeking guidance and dynamically adjusts the graph based on user interactions.
Career Highlights
Divya currently works at Microsoft Technology Licensing, LLC, where she continues to innovate in the field of technology. Her work has garnered attention for its practical applications and potential to enhance user experiences in digital environments.
Collaborations
Divya collaborates with talented individuals such as Hongche Liu and Shaunak Chatterjee, contributing to a dynamic and innovative work environment.
Conclusion
Divya Venugopalan is a trailblazer in the realm of machine learning and digital content delivery. Her patents reflect her commitment to improving user interaction and advancing technology. Her contributions are paving the way for future innovations in the industry.