This inventor holds 1 USPTO granted patent. Top assignee: Clinc, Inc.. Active years: 2021.
Company Filing History:
Years Active: 2021
Title: The Innovations of Daniel C Michelin
Introduction
Daniel C Michelin is an accomplished inventor based in Ann Arbor, MI. He has made significant contributions to the field of machine learning, particularly in the area of dialogue systems. His innovative approach to training machine learning models has garnered attention in the tech community.
Latest Patents
Daniel holds a patent for "Systems and methods for mixed setting training for slot filling machine learning tasks in a machine learning task-oriented dialogue system." This patent outlines a method for intelligently training a machine learning model by identifying new observations and creating an incremental training corpus. The process involves implementing a first training mode for incremental training, computing performance metrics, and evaluating these metrics against training mode thresholds. This innovative approach allows for selective training mode adjustments, enhancing the efficiency of machine learning models.
Career Highlights
Daniel is currently employed at Clinc, Inc., where he continues to develop cutting-edge technologies in the field of artificial intelligence. His work focuses on improving the capabilities of dialogue systems, making them more effective and user-friendly. With a patent portfolio that includes 1 patent, he is recognized for his contributions to the advancement of machine learning.
Collaborations
Daniel collaborates with notable colleagues such as Jonathan K Kummerfeld and Stefan Larson. Their combined expertise fosters a creative environment that drives innovation and enhances the development of new technologies.
Conclusion
Daniel C Michelin is a prominent figure in the realm of machine learning and dialogue systems. His innovative patent and collaborative efforts at Clinc, Inc. highlight his commitment to advancing technology in meaningful ways.