Maya Krupa

Title: Maya Krupa - Innovator in Collision Warning Technology

Introduction

Maya Krupa is a talented inventor based in South Lake Tahoe, CA. She has made significant contributions to the field of vehicle safety through her innovative work on collision warning systems. With one patent to her name, Maya is recognized for her expertise and dedication to enhancing automotive safety.

Latest Patents

Maya's patent focuses on forward collision warning techniques. The invention presents methods for detecting and managing collision warning (CW) events. A training dataset, which includes videos of vehicle collisions and non-collisions, sensor readings, and environmental conditions, is utilized to train a CW classification model. This model is designed to detect potential collision events in vehicles. A backend CW classification model, which employs a more complex neural network, reviews CW events received by the Behavioral Monitoring System (BMS) based on video data. This approach achieves higher precision and reduces false positives. The CW model is installed in vehicles for real-time detection, while the backend model is deployed at the BMS. The BMS validates detected CW events, filters out false positives, and streamlines the review process for fleet administrators and customers. Additional filtering operations include assessing non-proximity-related CW events and camera impairments, with the filtered CW events presented for review in the safety inbox.

Career Highlights

Maya is currently employed at Samsara Inc., where she continues to develop innovative solutions for vehicle safety. Her work has garnered attention in the industry, and she is recognized as a key contributor to advancements in collision warning technology.

Collaborations

Maya collaborates with talented individuals such as Rohit Annigeri and Sharan Srinivasan. Their teamwork fosters an environment of innovation and creativity, leading to the development of cutting-edge technologies.

Conclusion

Maya Krupa is a pioneering inventor whose work in collision warning technology is making vehicles safer for everyone. Her dedication to innovation and collaboration continues to drive advancements in automotive safety.