Location History:
- Castle Cove, AU (2019 - 2024)
- Sydney, AU (2022 - 2024)
- Castle Grove, AU (2024)
Company Filing History:
53 out of 11,294 
2 out of 75 
Years Active: 2019-2025
Title: The Innovative Contributions of Mark Edward Johnson
Introduction
Mark Edward Johnson, based in Castle Cove, Australia, is an accomplished inventor with an impressive portfolio of 38 patents. His innovations predominantly focus on the fields of machine learning and language modeling, showcasing his contributions to advancing technology.
Latest Patents
Among his latest patents, Johnson has developed a framework for focused training of language models and techniques for end-to-end hypertuning of the framework. This invention provides a comprehensive method for enhancing machine learning models pre-trained for language modeling. The process includes post-training the models using both unlabeled and labeled sets of training data to create a focused machine learning model tailored for specific tasks.
Another noteworthy patent involves generating tagged content from a list in an electronic document. This technique ensures that list-type text formatting is preserved when converting content between different formats. By analyzing and applying text formatting tags to character segments in a source document, the system can effectively generate formatted text in a designated output format.
Career Highlights
Johnson has worked with notable companies including Oracle International Corporation and Voicebox Technologies Corporation. His roles in these organizations highlight his contributions to the technology sector and his expertise in developing innovative solutions.
Collaborations
Throughout his career, Johnson has collaborated with talented individuals such as Thanh Long Duong and Vishal Vishnoi. These partnerships have likely fueled his innovative endeavors, allowing him to refine his ideas and implement advanced technologies.
Conclusion
Mark Edward Johnson's contributions to the fields of machine learning and language modeling through his numerous patents reflect his dedication to innovation. His work continues to influence advancements in technology, reinforcing his reputation as a leading inventor in the industry.
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.