Company Filing History:
Years Active: 2020-2025
Title: Innovations by Omar Khalid in Transportation Matching Systems
Introduction
Omar Khalid is an accomplished inventor based in Redmond, WA, with a focus on optimizing transportation systems. He holds a total of six patents that showcase his innovative contributions to the field. His work primarily revolves around enhancing the efficiency of transportation matching systems through advanced predictive models and machine learning techniques.
Latest Patents
One of his latest patents is titled "Using a predictive request model to optimize provider resources." This application discloses an improved transportation matching system and corresponding methods and computer-readable media. The system trains a predictive request model to generate a metric that predicts an increase in transportation provider activity within a specific geographic area for a given time period. It also determines a predicted gap between expected request activity and expected transportation provider activity, utilizing this information to generate an interactive map and a customized schedule for the area.
Another significant patent is "Using geocoded provider models to improve efficiency of a transportation matching system." This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models. These models identify, allocate, and serve specific transportation providers with customized opportunities to relocate between geocoded areas, thereby improving transportation matching within a geocoded region.
Career Highlights
Omar Khalid is currently employed at Lyft, Inc., where he applies his expertise in transportation systems. His innovative approaches have contributed to the development of more efficient transportation solutions, benefiting both providers and users alike.
Collaborations
Omar has collaborated with notable colleagues, including Ehud Milo and Amy J Kim, who share his commitment to advancing transportation technology.
Conclusion
Omar Khalid's contributions to transportation matching systems through his patents reflect his dedication to innovation in the field. His work continues to influence the efficiency of transportation services, making a significant impact on the industry.