Peter Frederick Patel-Schneider

Title: Innovations by Peter Frederick Patel-Schneider: A Journey in Machine Learning and Natural Language Processing

Introduction

Peter Frederick Patel-Schneider is a prominent inventor based in Westfield, NJ, known for his significant contributions to the fields of machine learning and natural language processing. With a total of seven patents to his name, his work demonstrates a strong commitment to advancing technology and improving the ways in which systems understand and process information.

Latest Patents

Among his latest innovations, two notable patents stand out. The first patent, titled "Machine-learning framework for testing feedback controller robustness," describes a method that involves receiving a subject-matter expert (SME) interpretable model. The method further entails converting this model into a functional mockup unit (FMU) and integrating it into a control software project (CSP), ultimately compiling the CSP into binary code. This framework enhances the robustness of feedback controllers, a critical aspect in various technological applications.

The second patent, "System and method for natural language driven search and discovery in large data sources," addresses common challenges in natural language understanding (NLU) applications. In this invention, a method is proposed that includes tagging elements of automated speech recognition (ASR) data based on an ontology stored in memory. The process involves indexing these tagged elements, generating a logical form of the ASR data, and mapping it to queries for corresponding databases. The results are then effectively presented to users, bridging the gap between user queries and data retrieval.

Career Highlights

Throughout his career, Patel-Schneider has worked with leading technology companies, including Lucent Technologies Inc. and Nuance Communications, Inc. His experiences in these organizations have greatly influenced his inventive pursuits, allowing him to merge practical industry needs with cutting-edge research.

Collaborations

Collaboration has played a vital role in Patel-Schneider's career, as evident from his work alongside esteemed colleagues such as Deborah L. McGuinness and Lori Alperin Resnick. These partnerships have fostered innovation and contributed to the success of various projects in which he has been involved.

Conclusion

Peter Frederick Patel-Schneider's portfolio of patents not only underscores his inventive capabilities but also highlights his dedication to pushing the boundaries of technology. By focusing on machine learning and natural language processing, he continues to pave the way for innovations that can transform how we interact with data and technology. His contributions reflect a blend of theoretical knowledge and practical application, ensuring that his inventions are both groundbreaking and relevant in today's technological landscape.