Brenda Ng

Title: Brenda Ng: Innovator in Synthetic Text Generation

Introduction

Brenda Ng is a notable inventor based in Danville, CA (US). She has made significant contributions to the field of synthetic text generation, particularly in addressing class imbalance in complaint identification. Her innovative work has the potential to enhance automated systems in various applications.

Latest Patents

Brenda Ng holds a patent for a system and method for synthetic text generation to solve class imbalance in complaint identification. This computer-based system utilizes a processor that implements a text style transfer algorithm. The algorithm generates complaint data from non-complaint emails associated with a plurality of non-complaint emails. The processor converts these emails into a first set of complaint emails and employs a text generation model algorithm to create a second set of complaint emails. Additionally, the processor generates synthetic complaint emails, trains a model based on these emails, and applies the trained model to new emails to resolve class imbalance in automatic complaint identification.

Career Highlights

Brenda Ng is currently employed at JPMorgan Chase Bank, N.A., where she applies her expertise in synthetic text generation. Her work is instrumental in improving the efficiency of complaint identification processes within the organization.

Collaborations

Brenda collaborates with talented professionals such as Anjana Umapathy and Amol Mavuduru. Their combined efforts contribute to the advancement of innovative solutions in their field.

Conclusion

Brenda Ng's contributions to synthetic text generation and her work at JPMorgan Chase Bank, N.A. highlight her role as a leading inventor in the technology sector. Her innovative patent addresses critical challenges in complaint identification, showcasing her commitment to advancing technology.