Talha Koc

Title: Talha Koc: Innovator in Intelligent Search Workflows

Introduction

Talha Koc is an accomplished inventor based in Jersey City, NJ (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

Talha Koc 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

Talha Koc is currently employed at Capital One Services, LLC, where he applies his expertise in developing innovative solutions. His work has positioned him as a key player in the advancement of intelligent search technologies.

Collaborations

Some of his notable coworkers include Paul Cho and Gary B Williams, who contribute to the collaborative environment that fosters innovation at Capital One Services, LLC.

Conclusion

Talha Koc's contributions to intelligent search workflows exemplify the impact of innovative thinking in technology. His patent reflects a commitment to improving information retrieval systems, showcasing his role as a forward-thinking inventor.