Sinem Guven Kaya

Title: Innovations of Sinem Guven Kaya in the Realm of Augmented Reality and Anomaly Detection

Introduction

Sinem Guven Kaya, based in New York, NY, is a notable inventor who has made significant contributions to the fields of augmented reality and distributed systems. With a total of 11 patents to his name, his work focuses on enhancing technology through innovative methodologies.

Latest Patents

Among his latest patents is a groundbreaking system for depth map generation from sparse depth samples in an augmented reality environment. This complex system comprises computer-implemented methods that utilize a processor to execute components stored in memory. The depth completion component generates an initial depth map from images and sparse depth samples, while the semantic mesh deformation component optimizes depth completion by generating a more accurate second depth map.

Additionally, he has innovated techniques for learning from distributed traces, focusing on anomaly detection and root cause analysis. This system also utilizes a processor and executable components, including a preprocessing component that creates a trace frame from textual trace data produced by microservices. The monitor component then analyzes the state of the microservice application using this trace frame.

Career Highlights

Sinem has a distinguished career, having worked with prominent organizations such as IBM and the University of Illinois. His experience in these esteemed institutions has shaped his approach towards innovation and technology-driven solutions.

Collaborations

Throughout his career, Sinem has collaborated with notable peers, including Bing Zhou and Yu Deng. These partnerships have fostered a creative environment for brainstorming and developing state-of-the-art inventions.

Conclusion

Sinem Guven Kaya's patents and innovations reflect his dedication to advancing technology in augmented reality and distributed systems. His contributions will undoubtedly continue to influence future innovations in these fields, showcasing the importance of collaboration and creativity in the pursuit of technological progress.