Richard Welland Crowell

Title: The Innovations of Richard Welland Crowell

Introduction

Richard Welland Crowell, an accomplished inventor based in Cary, NC, has made significant contributions to the field of machine learning and natural language processing. With a total of seven patents to his name, Crowell's work reflects a deep understanding of technology and its potential to enhance user interaction through intelligent systems.

Latest Patents

Among his most recent innovations are two distinct patents:

1. **Machine Learning Classification System** - This system leverages a classification model trained through a defined method using text windows derived from tokens. It incorporates a transformer network to process the classification information. The system effectively iterates on accuracy by adjusting the window size and retraining the model until an optimal accuracy level is achieved.

2. **System for Determining User Intent from Text** - This patent presents a system capable of determining user intent from received conversation elements. It generates distinct intent labels, organizes these labels into interpretation partitions, and identifies coherent subgroups to ascertain the user's intent. The resulting interpretation enhances understanding in conversational AI applications.

Career Highlights

Richard is currently employed at SAS Institute Inc., a leading software company known for its advanced analytics, business intelligence, and data management solutions. His innovative work has positioned him as a significant contributor to the development of robust machine learning models.

Collaborations

Throughout his career, Crowell has collaborated with talented professionals, including Samuel Paul Leeman-Munk and David B Styles. Their combined expertise has contributed to the successful development and refinement of groundbreaking technologies within their field.

Conclusion

In conclusion, Richard Welland Crowell embodies the spirit of innovation in technology. His patents not only showcase his skills as an inventor but also reflect his commitment to advancing machine learning and natural language processing. Through his work at SAS Institute Inc. and his collaborations with colleagues, Crowell continues to pave the way for new ideas that enhance the interaction between users and technology.