Company Filing History:
Years Active: 2020-2024
Title: William McNeill: Innovator in Electronic Document Processing
Introduction
William McNeill is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of electronic document processing, holding a total of 2 patents. His innovative work focuses on enhancing the accessibility and usability of electronic documents through advanced data structures and machine learning techniques.
Latest Patents
William McNeill's latest patents include a method for creating a searchable data structure for electronic documents. This method involves obtaining a hierarchical structure that represents the graphical layout of content items, including text. It generates a word embedding for words within the document and determines the position of these words. Additionally, it provides input data to a machine learning model to generate semantic region category labels, enhancing the document's searchability.
Another significant patent involves the generation of text classifier training data. This method includes receiving input that designates a term of interest within a document and determining a target context embedding. It identifies semantically similar and dissimilar word groups, allowing for the generation of labeled training data to train a text classifier effectively.
Career Highlights
William McNeill is currently employed at SparkCognition, Inc., where he continues to develop innovative solutions in the realm of artificial intelligence and machine learning. His work is instrumental in advancing the capabilities of electronic document processing and classification.
Collaborations
Throughout his career, William has collaborated with talented individuals such as Jaidev Amrite and Erik Skiles. These collaborations have fostered a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
William McNeill is a distinguished inventor whose work in electronic document processing has led to significant advancements in the field. His patents reflect a commitment to improving the functionality and accessibility of electronic documents through innovative methods and technologies.