Company Filing History:
4 out of 3,381 
2 out of 889 
Years Active: 2024-2025
Title: Neda Masoud: Innovator in Pedestrian Tracking and Ride-Sourcing Systems
Introduction
Neda Masoud is a prominent inventor based in Dexter, MI (US). She has made significant contributions to the fields of pedestrian tracking and ride-sourcing systems. With a total of 4 patents to her name, her work showcases innovative approaches to technology that enhance safety and efficiency.
Latest Patents
One of her latest patents is titled "Sequential pedestrian trajectory prediction using step attention for collision avoidance." This invention involves a pedestrian tracking system that includes a buffer or memory to store a trajectory sequence of a pedestrian. The system features a step attention module and a control module. The step attention module iteratively performs a step attention process to predict the states of the pedestrian. Each iteration includes learning the stored trajectory sequence to provide time-dependent hidden states, reshaping these states into two-dimensional tensors, and condensing them via convolutional networks to output a set of trajectory patterns represented by a new sequence of tensors. This innovative approach captures global information and learns time-related patterns to enhance pedestrian safety.
Another notable patent is her "Peer-to-peer ride-sourcing system." This invention outlines a ride-sourcing method that includes receiving multiple ride-sourcing requests and grouping them into clusters. The system computes a tour formation for each cluster, applying trips under uniformity constraints. The process continues until the cost function between consecutive iterations is below a threshold, allowing for efficient assignment of trips to drivers.
Career Highlights
Neda has worked with esteemed organizations such as the University of Michigan and Denso International America, Inc. Her experience in these institutions has contributed to her expertise in developing innovative technologies.
Collaborations
Throughout her career, Neda has collaborated with talented individuals, including Ethan Zhang and Rajesh Kumar Malhan. These partnerships have fostered a creative environment that has led to groundbreaking inventions.
Conclusion
Neda Masoud is a remarkable inventor whose work in pedestrian tracking and ride-sourcing systems demonstrates her commitment to innovation and safety. Her contributions continue to influence the technological landscape, making her a significant figure in her field.