Steven T Jeffreys

Title: Innovations by Steven T. Jeffreys

Introduction

Steven T. Jeffreys is an accomplished inventor based in Boxborough, MA, with a focus on advancements in time-series sensor data management. He holds two patents that showcase his innovative approach to data storage and machine learning applications. His work is instrumental in enhancing the efficiency and security of sensor data processing.

Latest Patents

Jeffreys' latest patents include "Formulizing time-series sensor data to facilitate compact storage and eliminate personally identifiable information." This invention relates to a system that compactly stores time-series sensor signals. The system formulizes original time-series signals into a set of equations, allowing for the generation of synthetic signals that maintain the same correlation structure and stochastic properties as the originals. The second patent, "Synthesizing high-fidelity time-series sensor signals to facilitate machine-learning innovations," focuses on developing machine-learning techniques for prognostic-surveillance operations. This system decomposes original time-series signals into deterministic and stochastic components, producing synthetic signals that are statistically indistinguishable from the originals.

Career Highlights

Jeffreys is currently employed at Oracle International Corporation, where he applies his expertise in sensor data and machine learning. His contributions to the field have been significant, particularly in the context of monitored systems such as power plants.

Collaborations

Some of his notable coworkers include Kenny C. Gross and Alan Paul Wood, who collaborate with him on various projects within the company.

Conclusion

Steven T. Jeffreys is a notable inventor whose work in time-series sensor data management and machine learning continues to drive innovation in the field. His patents reflect a commitment to enhancing data efficiency and security, making a lasting impact on technology.