Michelle D Warren

Title: Innovations by Michelle D Warren: Pioneering Radar Technologies in Seattle

Introduction

Michelle D Warren is a distinguished inventor based in Seattle, WA, with a remarkable portfolio that includes three patents. Her work primarily focuses on advancements in radar technology and machine learning, contributing significantly to enhancements in vehicle safety and detection systems.

Latest Patents

Warren's latest patents showcase her expertise in utilizing radar for object modeling relative to vehicles. The first patent, "Radar-based method and apparatus for generating a model of an object relative to a vehicle," involves a sophisticated methodology where radar information is processed using in-phase quadrature (IQ) data. This data is converted into range-doppler maps, which are then evaluated using a machine learning model to identify and detect various objects around the vehicle.

Another notable patent, "Auto-labeling sensor data for machine learning," offers innovative solutions for automating the labeling of sensor data. The method comprises determining a platform's position, recording sensor images, and utilizing position data from potential intruder objects to establish relative position and velocity. This information is then used to label the sensor images accurately, enhancing the training of artificial intelligence models for improved object detection.

Career Highlights

Michelle D Warren is currently advancing her career at The Boeing Company, where she continues to leverage her expertise in radar technologies and machine learning applications. Her contributions to the field are invaluable, and she plays a critical role in the development of cutting-edge technologies that support both safety and operational efficiency in aviation.

Collaborations

Throughout her career, Warren has collaborated with esteemed colleagues, including Stephen G Dame and Yu Qiao. These partnerships highlight the collaborative environment at The Boeing Company, where innovative ideas and shared expertise lead to groundbreaking patents and technologies.

Conclusion

Michelle D Warren exemplifies the spirit of innovation within the technological landscape of Seattle. Through her pioneering work in radar technology and machine learning, she is shaping the future of vehicle safety and detection systems. As her patents continue to influence the industry, Warren's impact as an inventor is poised to grow, inspiring future generations of innovators.