Mukund Manikantan

Title: Mukund Manikantan: Innovator in Intelligent Search Workflows

Introduction

Mukund Manikantan is an accomplished inventor based in McLean, VA (US). He has made significant contributions to the field of intelligent search workflows, particularly through his innovative patent. His work focuses on enhancing the efficiency and effectiveness of information retrieval systems.

Latest Patents

Mukund holds a patent titled "Methods, mediums, and systems for reusable intelligent search workflows." This patent outlines exemplary embodiments that provide methods, mediums, and systems for performing a reusable, intelligent semantic search across a potentially large number of records. The technology is particularly beneficial for responding to requests for information from regulatory agencies. In one embodiment, an embedding model is trained to embed queries in an embedding space. When a new query is received, it is embedded with the embedding model. A set of documents, such as previous responses to regulatory inquiries, may be searched using the embedded query and an indexing model that allows for efficient searches of embedding spaces. The results returned from the document store can be ranked by a ranking model, which can be retrained based on user feedback regarding the quality of the results. Mukund has 1 patent to his name.

Career Highlights

Mukund is currently employed at Capital One Services, LLC, where he applies his expertise in developing innovative solutions. His work at Capital One has allowed him to contribute to advancements in financial technology and information systems.

Collaborations

Some of Mukund's notable coworkers include Paul Cho and Gary B Williams. Their collaboration fosters a creative environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Mukund Manikantan is a notable inventor whose work in intelligent search workflows has the potential to transform how information is retrieved and utilized. His contributions to the field are significant and reflect his commitment to innovation.