Arun Kumar Ravi

Title: Innovations by Arun Kumar Ravi

Introduction

Arun Kumar Ravi is an accomplished inventor based in Kirkland, WA (US). He has made significant contributions to the field of technology, particularly in data management and machine learning. With a total of 4 patents to his name, Arun continues to push the boundaries of innovation.

Latest Patents

One of Arun's latest patents is titled "Enhancing data sets to create data stores." This invention focuses on enhancing data sets to create data stores. The process involves receiving requests to create data stores and identifying items stored in an extensible data format for machine learning enhancement. Machine learning models are applied to generate additional data from the items, which is then added to extend the items and store them in a new data store.

Another notable patent is "Service architecture for ontology linking of unstructured text." This invention describes techniques for linking unstructured text to a standardized ontology as a service. The service segments and tokenizes the unstructured text, sending the results to multiple services implementing deep machine learning models. It performs a search of the standardized ontology to identify similar candidates for the detected entities and relationships, ultimately ranking them according to their similarity.

Career Highlights

Arun Kumar Ravi is currently employed at Amazon Technologies, Inc., where he applies his expertise in data management and machine learning. His work at Amazon has allowed him to develop innovative solutions that enhance data processing and analysis.

Collaborations

Arun has collaborated with talented individuals such as Parminder Bhatia and Thiruvarul Selvan Senthivel. These collaborations have contributed to the success of his projects and the advancement of technology in their respective fields.

Conclusion

Arun Kumar Ravi is a notable inventor whose work in data management and machine learning has led to significant advancements in technology. His innovative patents and contributions to Amazon Technologies, Inc. highlight his commitment to pushing the boundaries of what is possible in the tech industry.