Location History:
- Miami Lakes, FL (US) (2004)
- Plantation, FL (US) (2001 - 2006)
- Wellington, FL (US) (2006)
- Seattle, WA (US) (1999 - 2024)
Company Filing History:
15 out of 54,638 
2 out of 4,978 
1 out of 3 
Years Active: 1999-2025
Title: Marc Todd Friedman: Innovator in Job Optimization Technologies
Introduction
Marc Todd Friedman is a distinguished inventor based in Seattle, WA, who has made significant contributions to the field of job optimization technologies, holding a remarkable 23 patents. His innovative approach combines machine learning and big data to improve operational efficiency in computing.
Latest Patents
Friedman's latest patents include "Optimizing Job Runtimes via Prediction-Based Token Allocation" and "Click-to-Script Reflection." The first patent focuses on mechanisms for optimizing job runtimes by utilizing historical run data and machine learning models to predict token allocations for user-submitted jobs. This process enhances execution efficiency by selecting optimal token counts based on job characteristics.
The second patent, "Click-to-Script Reflection," offers a breakthrough in understanding big-data job scripts. It enables developers to see underlying script operations from optimized execution plans through the generation of tokens that encompass essential job details such as file names and line numbers. This patent facilitates an interactive experience where users can analyze optimized operations alongside their original counterparts.
Career Highlights
Marc Todd Friedman has held key roles at several prominent organizations, contributing his expertise in job optimization and machine learning. Notably, he has worked with Microsoft Technology Licensing, LLC, where his innovative solutions have streamlined operations and advanced the capabilities of big data processing.
Collaborations
Throughout his career, Friedman has collaborated with talented professionals, including Wangchao Le and Hiren Shantilal Patel. These partnerships have fostered an environment of creativity and innovation, resulting in the development of groundbreaking technologies in the realm of job optimization.
Conclusion
Marc Todd Friedman exemplifies the spirit of innovation in the tech industry, with a strong portfolio of patents that enhance job performance through advanced methodologies. His work continues to influence the optimization of big data processes, marking him as a key figure in technological advancements and a source of inspiration for future inventors.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.