Aparna Krishnan

Title: Aparna Krishnan: Innovator in Generative AI and Entity Resolution

Introduction

Aparna Krishnan is a notable inventor based in Santa Clara, CA. She has made significant contributions to the fields of generative artificial intelligence and entity resolution. With a total of 2 patents, her work is paving the way for advancements in information retrieval systems.

Latest Patents

Aparna's latest patents include a generative summarization dialog-based information retrieval system. This technology involves generating a search prompt based on an input portion of an online dialog. The search prompt instructs a generative AI model to create a dialog summary, which is then used to generate a search query. This query is executed by a search system to provide relevant search results displayed in response to the user's input.

Another significant patent focuses on entity resolution techniques for matching entity records from different data sources. This technique identifies an entity record from a source database and generates queries to search a target database. A scoring model is then used to determine if the entity records match, enhancing the accuracy of data integration across various platforms.

Career Highlights

Aparna Krishnan is currently employed at Microsoft Technology Licensing, LLC. Her role involves leveraging her expertise in AI and data management to develop innovative solutions that address complex challenges in information retrieval and data matching.

Collaborations

Aparna has collaborated with talented individuals such as Christopher Wright Lloyd, II and Jeremy K Owen. These partnerships have contributed to her success and the advancement of her projects.

Conclusion

Aparna Krishnan is a pioneering inventor whose work in generative AI and entity resolution is making a significant impact in technology. Her contributions are essential for the evolution of information retrieval systems and data integration methods.