Xin Ma

Title: Innovations of Inventor Xin Ma

Introduction

Xin Ma is an accomplished inventor based in Pflugerville, TX (US). She has made significant contributions to the field of technology, particularly in artificial intelligence and machine learning. With a total of 3 patents, her work is recognized for its innovative approach to enhancing system performance and data handling.

Latest Patents

Xin Ma's latest patents include the "Enhanced Distributed Retrieval Augmented Generation System." This invention describes an advanced system that provides retrieval augmented generation (RAG) data to a local small foundation system to create prompts. The system optimizes local query representations and connects to a global federated RAG module, allowing for efficient data distribution across multiple edge sites.

Another notable patent is "Enhanced Drift Remediation with Causal Methods and Online Model Modification." This invention outlines methods for detecting drift in AI or machine learning models. It identifies the root cause of the drift and tags the input data accordingly, enhancing the model's predictive capabilities.

Career Highlights

Xin Ma is currently employed at Dell Products Inc., where she applies her expertise in developing cutting-edge technologies. Her work at Dell has positioned her as a key player in the advancement of AI and machine learning systems.

Collaborations

Xin collaborates with talented professionals in her field, including George Currie and Said Tabet. These partnerships foster innovation and contribute to the success of her projects.

Conclusion

Xin Ma is a pioneering inventor whose work in AI and machine learning continues to shape the future of technology. Her patents reflect her commitment to innovation and excellence in her field.