Company Filing History:
Years Active: 2018-2019
Title: Innovations by Jaime Ballesteros
Introduction
Jaime Ballesteros is an accomplished inventor based in Chicago, IL. He has made significant contributions to the field of machine learning, particularly in the development of point-based map matchers. With two patents to his name, his work is paving the way for advancements in geographic data processing.
Latest Patents
Jaime's latest patents include a method and apparatus for providing a machine learning approach for a point-based map matcher. This innovative approach involves retrieving points collected within proximity to a map feature represented by a link of a geographic database. The probe points are gathered from sensors of devices traveling near the map feature. The method also includes determining a probe feature set for each probe point, which comprises probe attribute values, and determining a link feature set for the link, which includes link attribute values. The apparatus classifies each probe point using a machine learning classifier to determine a matching probability based on the probe feature set and the link feature. This indicates the probability that each probe point is classified as map-matched to the link. The machine learning classifier is trained using ground truth data, which includes reference probe points with known map-matches to respective reference links, along with known probe and link attribute values.
Career Highlights
Jaime works at Here Global B.V., a company known for its expertise in mapping and location data. His role involves leveraging his innovative ideas to enhance the capabilities of geographic databases and improve the accuracy of map matching technologies.
Collaborations
Jaime collaborates with talented individuals in his field, including his coworker Qin Chen, who brings valuable insights and expertise to their projects.
Conclusion
Jaime Ballesteros is a notable inventor whose work in machine learning and geographic data processing is making a significant impact. His patents reflect his commitment to innovation and the advancement of technology in mapping solutions.