Company Filing History:
Years Active: 2017-2021
Title: Innovations by Laura O'Malley
Introduction
Laura O'Malley is a prominent inventor based in Dublin, Ireland. She has made significant contributions to the field of machine learning and document classification. With a total of five patents to her name, O'Malley's work focuses on enhancing the accuracy and efficiency of document processing systems.
Latest Patents
One of her latest patents is titled "Automatic hierarchical classification and metadata identification of document using machine learning and fuzzy matching." This innovative system includes a text-based document classifier model that classifies input electronic documents into predefined categories. Additionally, it features an image-based metadata identification model that classifies documents within a specific category into various metadata categories. The system also incorporates a fuzzy text matcher to improve classification accuracy.
Another notable patent is the "Self-learning log classification system." This self-learning system categorizes log entries by displaying a log entry and receiving a categorical identifier. It parses the log entry for predetermined text and image information, adjusting prioritizations of categorical identifiers based on the identified information. This innovative approach allows for more accurate mapping of log entries to their respective categories.
Career Highlights
Laura O'Malley is currently employed at Accenture Global Solutions Limited, where she continues to develop cutting-edge technologies. Her work at Accenture has allowed her to collaborate with other talented professionals in the field, further enhancing her contributions to innovation.
Collaborations
Some of her notable coworkers include Urvesh Bhowan and Abhilash Alexander Miranda. Their collaborative efforts have played a significant role in advancing the projects they work on together.
Conclusion
Laura O'Malley's innovative patents and contributions to machine learning and document classification demonstrate her expertise and commitment to advancing technology. Her work continues to influence the field and inspire future innovations.