Eric Anthony Erhardt

Title: Innovations of Eric Anthony Erhardt

Introduction

Eric Anthony Erhardt is an accomplished inventor based in Bismarck, ND (US). He has made significant contributions to the field of technology, particularly in data handling and machine learning frameworks. With a total of 3 patents, Erhardt's work showcases his expertise and innovative thinking.

Latest Patents

One of Erhardt's latest patents focuses on "Sparse data handling and buffer sharing to reduce memory allocation and reclamation." This invention implements methods for buffering data in reusable buffer arrays, allowing for efficient management of fixed or variable length vectors. The data can be represented as sparse or dense vectors, optimizing memory usage in machine-learning pipelines. Another notable patent is titled "Efficient streaming based lazily-evaluated machine learning framework." This patent outlines methods for lazy evaluation of input data within a machine learning framework, enabling the processing of data through a chain of non-materialized views, which enhances the efficiency of data handling.

Career Highlights

Erhardt is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in technology. His work has had a significant impact on the efficiency of data processing and machine learning applications.

Collaborations

Throughout his career, Erhardt has collaborated with notable colleagues, including Gary Shon Katzenberger and Costin I Eseanu. These collaborations have contributed to the advancement of technology and the development of innovative solutions.

Conclusion

Eric Anthony Erhardt is a prominent inventor whose work in data handling and machine learning has led to significant advancements in technology. His contributions continue to influence the field, showcasing the importance of innovation in driving progress.