This inventor holds 3 USPTO granted patents and 4 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2022-2026.
Company Filing History:
Years Active: 2022-2026
Title: Somya Gupta: Innovator in Machine Learning and Content Evaluation
Introduction
Somya Gupta is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of machine learning, particularly in the evaluation of content against various guidelines. With a total of 3 patents, her work is paving the way for advancements in content assessment technologies.
Latest Patents
One of Somya's latest patents is titled "Multi-task two-tower neural network for content guideline evaluation." In this innovative solution, a multi-task two-tower machine learning model is utilized to evaluate content against multiple different guidelines. Each guideline represents a different task within the single multi-task model, allowing knowledge to be shared between the layers dedicated to each guideline. This approach eliminates the need for separately trained models and significantly improves the reliability of predictions. Additionally, the model can evaluate both text and image content through respective towers that embed such content into a shared latent n-dimensional space.
Another notable patent is "Content agnostic quality estimation and topic modeling." This patent introduces a content agnostic approach to assessing the quality of social media posts and other items within online networks. By leveraging information from member profiles, meaningful insights can be derived about the posts they collectively interact with.
Career Highlights
Somya Gupta is currently employed at Microsoft Technology Licensing, LLC, where she continues to innovate and develop cutting-edge technologies. Her work focuses on enhancing the capabilities of machine learning models to better evaluate and understand content in various formats.
Collaborations
Somya has collaborated with notable colleagues, including Srinivasa Madhava Phaneendra Angara and Shah Nawaz Alam. These collaborations have further enriched her research and development efforts in the field of machine learning.
Conclusion
Somya Gupta is a trailblazer in the realm of machine learning and content evaluation. Her innovative patents and contributions to the field are setting new standards for how content is assessed and understood.