This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Capital One Services, LLC. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Antonia Gogoglou: Innovator in Machine Learning and Knowledge Graphs
Introduction
Antonia Gogoglou is a prominent inventor based in McLean, VA (US). She has made significant contributions to the field of machine learning, particularly in the context of knowledge graphs. Her innovative work focuses on enhancing the efficiency of information retrieval systems.
Latest Patents
Antonia holds a patent for her invention titled "Machine learning for locating information in knowledge graphs." This patent describes methods and systems that utilize machine learning models to locate information within an organizational graph. The search system she developed can determine relevant data to retrieve from a knowledge graph, improving the efficiency of answering queries. By incorporating time data, the system avoids outdated information and limits the data used in determining answers, thereby optimizing resource usage.
Career Highlights
Antonia is currently employed at Capital One Services, LLC, where she applies her expertise in machine learning and data retrieval. Her work has been instrumental in advancing the capabilities of search systems within the organization. With her innovative approach, she has contributed to the development of more efficient data processing methods.
Collaborations
Antonia collaborates with talented individuals such as Christopher Bayan Bruss and Mackenzie Sweeney. These partnerships enhance her work and contribute to the innovative environment at Capital One Services.
Conclusion
Antonia Gogoglou is a trailblazer in the field of machine learning and knowledge graphs. Her patent and contributions to Capital One Services demonstrate her commitment to innovation and efficiency in information retrieval systems.