Michael Lawrence

Title: Michael Lawrence: Innovator in Artificial Intelligence

Introduction

Michael Lawrence is a notable inventor based in Santa Barbara, California. He has made significant contributions to the field of artificial intelligence, particularly in improving machine learning systems. With two patents to his name, Lawrence is recognized for his innovative approaches to analyzing call transcripts and enhancing topic modeling.

Latest Patents

Lawrence's latest patents include "Detecting extraneous topic information using artificial intelligence models" and "Signal discovery using artificial intelligence models." The first patent describes systems and methods for improving machine learning systems used to model topics on a plurality of calls. In this embodiment, a server computer receives a plurality of digitally stored call transcripts prepared from digitally recorded voice calls. The server computer utilizes a topic model of an artificial intelligence machine learning system to generate an output that identifies the plurality of topics represented in the call transcripts. It computes values representing vocabulary and consistency for particular topics, allowing for the identification and removal of extraneous topics.

The second patent focuses on systems and methods for improving call topic models. In this case, a server computer receives call transcript data and splits it into first person type data and second person type data. The server computer employs a stored topic model to determine the topic of the call, modeling both data types as functions of their respective probability distributions. This innovative approach allows for the effective identification and storage of call topics alongside the transcripts.

Career Highlights

Michael Lawrence is currently employed at Invoca, Inc., where he continues to develop cutting-edge technologies in artificial intelligence. His work has been instrumental in advancing the capabilities of machine learning systems, particularly in the context of call analysis.

Collaborations

Lawrence collaborates with talented individuals such as Michael McCourt and Sean Storlie, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Michael Lawrence is a prominent figure in the field of artificial intelligence, with a focus on enhancing machine learning systems through his innovative patents. His contributions are paving the way for advancements in call analysis and topic modeling.