This inventor holds 1 USPTO granted patent and 2 published patent applications. Top assignee: Optum Services (Ireland) Limited. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Mark Tonge - Innovator in Machine Learning Orchestration
Introduction
Mark Tonge is a notable inventor based in Dublin, Ireland. He has made significant contributions to the field of machine learning, particularly in the orchestration of data processing pipelines. His innovative approach has the potential to optimize computing resources effectively.
Latest Patents
Mark Tonge holds a patent for "Intelligent automatic orchestration of machine-learning based processing pipeline." This invention discloses various embodiments that utilize techniques for orchestrating complex data processing schemes for investigative processes. The machine-learning based orchestration model is trained to optimize the use of computing resources based on a feedback loop. The patent outlines a method for selecting an input data object for investigation and intelligently choosing a predictive data analysis sub-routine from multiple options. The orchestration action can include closing the input data object, continuing its processing, or passing it to a predictive entity for further analysis. He has 1 patent to his name.
Career Highlights
Mark Tonge is currently employed at Optum Services (Ireland) Limited, where he applies his expertise in machine learning and data processing. His work focuses on developing innovative solutions that enhance the efficiency of data analysis in various applications.
Collaborations
Some of Mark's coworkers include Kevin Larkin and Anthony R O'Neill. Their collaborative efforts contribute to the advancement of technology within their organization.
Conclusion
Mark Tonge is a distinguished inventor whose work in machine learning orchestration is paving the way for more efficient data processing solutions. His contributions are valuable to the field and demonstrate the impact of innovative thinking in technology.