Location History:
- Cambridge, WA (US) (2016)
- Somerville, MA (US) (2017)
- Cambridge, MA (US) (2015 - 2019)
- Mountain View, CA (US) (2021)
- Aptos, CA (US) (2024)
Company Filing History:
Years Active: 2015-2024
Title: David Paul Ramos: Innovator in Entity Resolution Technologies
Introduction
David Paul Ramos is a prominent inventor based in Cambridge, MA (US). He has made significant contributions to the field of entity resolution, holding a total of 12 patents. His work focuses on enhancing natural language understanding through innovative techniques.
Latest Patents
Among his latest patents are two notable inventions. The first is titled "Multi-stage entity resolution," which describes techniques for performing multi-stage entity resolution (ER) processing. This system determines a portion of user input corresponding to an entity name and requests an entity provider component to perform a search for one or more entities. The preliminary search results are sent to a skill selection component for processing, while the entity provider component conducts a complete search to identify the entities. The selected skill component can then request the complete search results to generate an output responsive to the user input.
The second patent is "Language agnostic phonetic entity resolution." This invention outlines techniques for performing entity resolution as part of natural language understanding processing. During offline operations, the system converts text representing known entities into audio in various languages, depending on the location where the entity is likely to be spoken. At runtime, the system processes user input using text-based entity resolution. If this fails, it attempts to phonetically match user speech to the audio of known entities, with the results being utilized by downstream components.
Career Highlights
David Paul Ramos is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of entity resolution. His work has significantly advanced the capabilities of natural language processing systems.
Collaborations
He collaborates with talented individuals such as Matthew Joseph Cole and Avnish Sikka, contributing to a dynamic and innovative work environment.
Conclusion
David Paul Ramos is a key figure in the development of advanced entity resolution technologies, with a strong portfolio of patents that reflect his expertise and innovative spirit. His contributions are shaping the future of natural language understanding.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.