Company Filing History:
Years Active: 2011-2023
Title: John Michael Boyer - Innovator in Machine Learning and Cognitive Solutions
Introduction
John Michael Boyer is a distinguished inventor based in Victoria, CA, known for his significant contributions to the fields of machine learning and cognitive solutions. With an impressive portfolio of 36 patents, Boyer's work focuses on enhancing the capabilities of question-answering systems and text classifiers, marking him as a key player in the tech industry.
Latest Patents
Among his latest innovations, Boyer has developed a patent titled "Cognitive Question Answering Pipeline Calibrating." This invention describes a system for creating blending profiles for question-answering pipelines, which optimizes the accuracy of responses generated by these systems. By utilizing a method that involves generating test answer data based on a set of test questions, Boyer has enhanced the functionality of cognitive solutions, allowing for greater confidence in the outputs of his pipelines.
Another significant patent is related to "Text Classifier Training." This mechanism involves the development of a machine learning model that improves text classification accuracy. By employing a domain terms selector and a domain terms replacer component, Boyer's invention creates a revised training set that leads to a more reliably trained text classifier model.
Career Highlights
John Michael Boyer is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM has allowed him to leverage his innovative ideas and contribute significantly to research in cognitive computing and machine learning applications.
Collaborations
Throughout his career, Boyer has collaborated with talented professionals such as Kshitij P Fadnis and David Franklin Manning. These partnerships have facilitated the cross-pollination of ideas, leading to advancements in their respective fields.
Conclusion
In summary, John Michael Boyer stands out as a prominent inventor whose work in machine learning and cognitive technologies has made a lasting impact on the industry. With a robust portfolio of patents and collaborations with other experts, Boyer continues to drive innovations that enhance our understanding and use of artificial intelligence.
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.