Sean Michael Byrne

Title: Sean Michael Byrne: Innovator in Automated Document Processing

Introduction

Sean Michael Byrne is a notable inventor based in Tampa, FL (US). He has made significant contributions to the field of automated document processing, holding a total of 4 patents. His work primarily focuses on utilizing machine learning algorithms to enhance the categorization and assembly of low-quality images into electronic documents.

Latest Patents

One of Sean's latest patents involves an apparatus that includes a memory and processor. The memory stores document categories and text generated from an image of a physical document page. The machine learning algorithm is designed to extract features associated with natural language processing and to generate a feature vector that includes multiple features. This algorithm generates a set of probabilities for each document category, indicating the likelihood that the physical document belongs to that category. The processor then applies this algorithm to the text, identifies the highest probability, and assigns the image to the corresponding document category. Another patent addresses similar challenges, focusing on text that includes errors due to noise in the image, further showcasing his innovative approach to document processing.

Career Highlights

Throughout his career, Sean has worked with prominent organizations, including Bank of America Corporation. His experience in these companies has allowed him to refine his skills and contribute to advancements in technology related to document processing.

Collaborations

Sean has collaborated with talented individuals such as Van Nguyen and Syed Talha, enhancing his projects through teamwork and shared expertise.

Conclusion

Sean Michael Byrne is a distinguished inventor whose work in automated document processing has the potential to revolutionize how low-quality images are categorized and assembled into electronic documents. His innovative patents and collaborative efforts reflect his commitment to advancing technology in this field.