Lorenzo Stella

Title: Lorenzo Stella: Innovator in Anomaly Detection and Time Series Forecasting

Introduction

Lorenzo Stella is a prominent inventor based in Berlin, Germany. He has made significant contributions to the fields of anomaly detection and time series forecasting. With a total of 2 patents, his work is recognized for its innovative approaches and practical applications.

Latest Patents

Lorenzo's latest patents include two notable inventions. The first patent focuses on "Systems, apparatuses, and methods for anomaly detection." This invention describes techniques for monitoring anomalies from various data sources. The exemplary method involves analyzing time-series data, generating recommendations for handling detected anomalies, and reporting both the anomaly and the recommendation.

The second patent is titled "Artificial intelligence system combining state space models and neural networks for time series forecasting." This composite model integrates a neural network sub-model with state space sub-models tailored to individual time series. During the training phase, the neural network's output is utilized to determine the parameters of the state space sub-models, and a loss function is computed based on the time series values and probabilistic outputs from the state space models.

Career Highlights

Lorenzo currently works at Amazon Technologies, Inc., where he applies his expertise in developing advanced technological solutions. His innovative work has positioned him as a key contributor in his field.

Collaborations

Lorenzo collaborates with talented individuals such as Jan Alexander Gasthaus and Tim Januschowski. Their combined efforts enhance the development of cutting-edge technologies.

Conclusion

Lorenzo Stella is a distinguished inventor whose work in anomaly detection and time series forecasting has made a significant impact. His patents reflect a commitment to innovation and practical solutions in technology.