Ryan Kraus

Title: Innovations by Ryan Kraus

Introduction

Ryan Kraus is an accomplished inventor based in Cumming, GA (US). He has made significant contributions to the field of technology, particularly in the area of anomaly detection. His innovative work has led to the development of a unique patent that addresses the challenges of monitoring user behavior.

Latest Patents

Ryan Kraus holds a patent for "Finding anomalous patterns." This patent describes technologies for generating a set of models for each account, where each model is a fine-grained, unsupervised behavior model trained for each user to monitor and detect anomalous patterns. An unsupervised training pipeline can generate user models, each being associated with one of multiple accounts and is trained to detect an anomalous pattern using feature data associated with the one account. Each account is associated with at least one of a user, a machine, or a service. An inference pipeline can detect a first anomalous pattern in first data associated with a first account using a first user model. The inference pipeline can detect a second anomalous pattern in second data associated with a second account using a second user model. This innovative approach enhances the ability to identify unusual activities effectively.

Career Highlights

Ryan Kraus is currently employed at Nvidia Corporation, a leading company in the field of graphics processing and artificial intelligence. His work at Nvidia has allowed him to apply his expertise in developing advanced technologies that push the boundaries of what is possible in computing.

Collaborations

Ryan has collaborated with talented individuals such as Gorkem Batmaz and Hsin Chen. These collaborations have fostered an environment of innovation and creativity, contributing to the success of their projects.

Conclusion

Ryan Kraus is a notable inventor whose work in anomaly detection has made a significant impact in the technology sector. His patent and contributions at Nvidia Corporation highlight his dedication to advancing technology and improving user experience.