Company Filing History:
Years Active: 2024-2025
Title: Weitong Ruan: Innovator in Natural Language Processing
Introduction
Weitong Ruan is a notable inventor based in Revere, MA (US). He has made significant contributions to the field of natural language processing, particularly in the selection of objects in image data using natural language input. With a total of 2 patents, Ruan's work is paving the way for advancements in how machines understand and interact with visual data.
Latest Patents
Ruan's latest patents focus on innovative devices and techniques for selecting objects in image data through natural language input. In these patents, he describes a process where first image data representing at least a first object and first natural language data are received. The system generates first embedding data for the natural language input and second embedding data for the image data. Additionally, relative location data is created to indicate the position of the first object in relation to other objects. This data is then processed through a multi-modal transformer model, which determines the relationship between the natural language data and the corresponding object.
Career Highlights
Weitong Ruan is currently employed at Amazon Technologies, Inc., where he continues to develop cutting-edge technologies in the realm of artificial intelligence and image processing. His work is instrumental in enhancing the capabilities of machine learning systems to interpret and respond to human language in a more intuitive manner.
Collaborations
Ruan collaborates with talented individuals such as Ahmet Emre Barut and Chengwei Su, contributing to a dynamic team focused on innovation and technological advancement.
Conclusion
Weitong Ruan's contributions to natural language processing and image data selection are significant. His patents reflect a deep understanding of both technology and user interaction, marking him as a key figure in the field.