Michael G Mcerlean

Title: Innovations by Michael G Mcerlean

Introduction

Michael G Mcerlean is an accomplished inventor based in Sioux Falls, South Dakota. He has made significant contributions to the field of data analytics and artificial intelligence. With a total of two patents to his name, Mcerlean is recognized for his innovative approaches to forecasting future states of commodities and other assets.

Latest Patents

Mcerlean's latest patents include groundbreaking technologies that utilize generative artificial intelligence-based agents. One of his patents describes a data analytics platform designed for forecasting future states of commodities and other assets. This platform processes both textual and numerical data sources, employing a multi-layer machine learning-based model. It extracts sentiment from textual data using a natural language processing engine and evaluates numerical data through time-series analysis. The model generates initial forecasts for the commodities or assets being analyzed. Additionally, the platform incorporates multiple applications of neural networks to enhance forecasts as more relevant information is collected. These applications include commodity-specific neural networks that develop taxonomies for processing commodity sentiment, as well as reinforcement learning, symbolic networks, and unsupervised meta-learning to improve the overall performance and accuracy of the forecasts generated.

Another patent focuses on sentiment and rules-based equity analysis using customized neural networks within a similar multi-layer machine learning-based model. This platform also aims to forecast future states of commodities and other assets by processing textual and numerical data sources. The innovative features and methodologies presented in both patents highlight Mcerlean's expertise in leveraging advanced technologies for predictive analytics.

Career Highlights

Michael G Mcerlean is currently associated with Agblox, Inc., where he continues to develop innovative solutions in data analytics. His work has positioned him as a key player in the field, contributing to advancements that benefit various industries reliant on accurate forecasting.

Collaborations

Mcerlean collaborates with talented individuals such as Thomas N Blair and Alex A Kurzhanskiy, who contribute to the innovative projects at Agblox, Inc. Their combined expertise fosters a creative environment that drives the development of cutting-edge technologies.

Conclusion

Michael G Mcerlean's contributions to the field of data analytics and artificial intelligence are noteworthy. His innovative patents reflect a deep understanding of machine learning and its applications in forecasting. Through his work at Agblox, Inc., Mcerlean continues to push the boundaries of technology, making significant strides in predictive analytics.