This inventor holds 1 USPTO granted patent. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Sankha Subhra Mullick
Introduction
Sankha Subhra Mullick is an accomplished inventor based in West Bengal, India. He has made significant contributions to the field of technology, particularly in the area of content classification. His innovative approach has led to the development of a unique patent that enhances the efficiency of multimodal content classifiers.
Latest Patents
Sankha Subhra Mullick holds a patent titled "Zero-shot training for multimodal content classifier." This patent describes systems and techniques for processing content passages received from a corpus of training data, which includes both labeled and unlabeled training data. The invention involves receiving a query from a query hierarchy for a classification domain. The content passage and the query are embedded to form a passage-query pair. A predicted result for this pair is generated based on a calculated probability of the predicted result being within an answer threshold. Furthermore, a passage-query-result triplet is created, which comprises the passage-query pair and the predicted result according to the query hierarchy for the classification domain. The vectors of the content classification large language model are updated using this triplet. This innovative approach has the potential to significantly improve content classification processes.
Career Highlights
Sankha Subhra Mullick is currently employed at Microsoft Technology Licensing, LLC, where he continues to work on cutting-edge technologies. His expertise in content classification and machine learning has positioned him as a valuable asset in the tech industry.
Collaborations
Sankha has collaborated with notable colleagues, including Akshat Mathur and Suhit Sinha. These collaborations have fostered a creative environment that encourages innovation and the development of advanced technologies.
Conclusion
Sankha Subhra Mullick's contributions to the field of technology through his patent and work at Microsoft Technology Licensing, LLC highlight his role as a leading inventor. His innovative solutions in content classification demonstrate the impact of his work on the industry.