Talyne Derderian Walsh

Title: Talyne Derderian Walsh: Innovator in Intelligent Search Workflows

Introduction

Talyne Derderian Walsh is an accomplished inventor based in Rockville, MD (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

Talyne holds a patent for "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 useful 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.

Career Highlights

Talyne is currently employed at Capital One Services, LLC, where he applies his expertise in developing innovative solutions for search workflows. His work has been instrumental in improving the way organizations handle regulatory inquiries and information retrieval.

Collaborations

Talyne has collaborated with notable colleagues, including Paul Cho and Gary B. Williams. These partnerships have contributed to the advancement of his projects and the successful implementation of his patented technologies.

Conclusion

Talyne Derderian Walsh is a pioneering inventor whose work in intelligent search workflows has the potential to transform how organizations manage information retrieval. His innovative patent and contributions to Capital One Services, LLC highlight his commitment to advancing technology in this critical area.