This inventor holds 1 USPTO granted patent. Top assignee: Nec Corporation. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Innovations by Marc Betzwieser in Performance Portability
Introduction
Marc Betzwieser is an accomplished inventor based in Heidelberg, Germany. He has made significant contributions to the field of machine learning and code optimization. His innovative approach focuses on enhancing performance portability through advanced preprocessing techniques.
Latest Patents
Marc Betzwieser holds a patent for a groundbreaking method titled "Preprocessing code using large language models for performance portability." This computer-implemented, machine learning method involves extracting performance-critical code segments from applications and obtaining input data. Ground truth data is generated based on the input data and the application. The original code of the application is transpiled using a large language model (LLM) into a tensor computation language (TCL) candidate. The correctness of the implementation of the TCL candidate is verified using the ground truth data. This method has applications in various fields, including medical and healthcare, as well as other artificial intelligence applications for preprocessing and optimizing code for performance portability. Additionally, it supports decision-making and can be implemented with machine learning.
Career Highlights
Marc is currently employed at NEC Corporation, where he continues to develop innovative solutions in the realm of machine learning and code optimization. His work is characterized by a commitment to enhancing the efficiency and effectiveness of software applications.
Collaborations
Marc collaborates with talented professionals in his field, including his coworker Roberto Bifulco. Their combined expertise contributes to the advancement of technologies that leverage machine learning for improved performance.
Conclusion
Marc Betzwieser is a notable inventor whose work in preprocessing code for performance portability is paving the way for advancements in machine learning applications. His contributions are significant in optimizing code and enhancing decision-making processes across various industries.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile