Company Filing History:
3 out of 54,766 
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1 out of 832,891 Years Active: 2012-2023
Title: David Anthony Hawking: Innovator in Neural Networks and Search Technologies
Introduction
David Anthony Hawking is a prominent inventor based in Canberra, Australia. He has made significant contributions to the field of machine learning and search technologies. With a total of 5 patents to his name, Hawking's work focuses on enhancing search retrieval and ranking mechanisms through innovative neural network applications.
Latest Patents
Hawking's latest patents include groundbreaking technologies such as a "Neural Network for Search Retrieval and Ranking." This invention describes a mechanism that utilizes a neural network to identify and rank search results effectively. The machine learning model is trained by converting training data into query term-document entries, which are then used to calculate document ranking scores. This allows for efficient search capabilities, even in computationally limited environments.
Another notable patent is the "Corpus Specific Generative Query Completion Assistant." This invention provides mechanisms to complete partial queries entered by users. By searching a short text index of document titles, the system generates query completion suggestions based on a language model created from the top entries. This innovation enhances user experience by providing relevant suggestions to complete their queries.
Career Highlights
Throughout his career, David Anthony Hawking has worked with notable companies, including Microsoft Technology Licensing, LLC and Funnelback Pty Ltd. His experience in these organizations has allowed him to develop and refine his expertise in search technologies and machine learning.
Collaborations
Hawking has collaborated with esteemed colleagues such as Peter Richard Bailey and Nicholas Eric Craswell. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.
Conclusion
David Anthony Hawking is a distinguished inventor whose work in neural networks and search technologies has made a significant impact in the field. His innovative patents and collaborations reflect his commitment to advancing machine learning applications.