Company Filing History:
Years Active: 2024-2025
Title: Kamal Ginotra: Innovator in Image Query Systems
Introduction
Kamal Ginotra is a notable inventor based in Kirkland, WA (US). He has made significant contributions to the field of image query systems, holding 2 patents that enhance the accuracy and efficiency of image-based queries. His work is particularly relevant in the context of large generative models and personalized visual search services.
Latest Patents
Kamal's latest patents include "Using large generative models with improved grounding to improve image context queries." This patent describes an innovative image query system that utilizes grounding information from various sources to enhance response accuracy and reduce computational resources. The system cleverly integrates a comprehensive image prompt with a large generative model to obtain extensive visual grounding information. Additionally, it employs reverse image search grounding to generate more accurate text query responses to image-based queries.
Another significant patent is "Web-scale personalized visual search recommendation service." This invention outlines systems and methods for returning personalized image-based search results. The process begins with receiving a query that includes an image, followed by generating a personalized item embedding based on the image and user profile information. The system then ranks candidate images according to predicted user engagement and diversifies the results to ensure visual variety.
Career Highlights
Kamal Ginotra is currently associated with Microsoft Technology Licensing, LLC, where he applies his expertise in developing advanced image query systems. His work has positioned him as a key player in the field of visual search technologies.
Collaborations
Kamal has collaborated with talented individuals such as Li Huang and Rui Xia, contributing to the advancement of innovative technologies in his field.
Conclusion
Kamal Ginotra's contributions to image query systems and personalized visual search services demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of technology and user engagement, making him a valuable asset in the tech industry.