Company Filing History:
Years Active: 2021-2025
Title: Michael McCourt: Innovator in Call Classification Technology
Introduction
Michael McCourt is a prominent inventor based in Santa Barbara, California. He has made significant contributions to the field of machine learning and natural language processing. With a total of seven patents to his name, McCourt is recognized for his innovative approaches to classifying phone calls and analyzing conversation topics.
Latest Patents
Among his latest patents, McCourt has developed technologies such as "Automatic classification of phone calls using representation learning based on the hierarchical Pitman-Yor process." This invention involves a representation learning model designed for the classification of natural language text. The model features a hierarchical structure, allowing data to pass through various representations that decrease in specificity while increasing in generality. This innovative approach enables the automatic learning of features to train a statistical classifier effectively.
Another notable patent is "Pitman-Yor process topic modeling pre-seeded by keyword groupings." This technology focuses on digitally generating a machine learning statistical topic model that analyzes call transcript data. The model is programmed to identify topics based on both pre-seeded and non-pre-seeded topics, enhancing the accuracy of call classification.
Career Highlights
Michael McCourt currently works at Invoca, Inc., where he continues to push the boundaries of call classification technology. His work has been instrumental in developing advanced models that improve the understanding of conversation dynamics in phone calls.
Collaborations
Throughout his career, McCourt has collaborated with talented individuals such as Victor Jara Borda and Anoop Praturu. These collaborations have contributed to the successful development of innovative technologies in the field.
Conclusion
Michael McCourt stands out as a leading inventor in the realm of call classification and natural language processing. His patents reflect a commitment to advancing technology and improving the way we understand communication. His contributions are paving the way for future innovations in this critical area.