Pavan Buduguppa

Title: Pavan Buduguppa: Innovator in Natural Language Processing

Introduction

Pavan Buduguppa is a notable inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of natural language processing, particularly through his innovative patents. With a total of four patents to his name, Buduguppa has demonstrated a strong commitment to advancing technology in this area.

Latest Patents

One of his latest patents is titled "Systems and methods relating to knowledge distillation in natural language processing models." This method involves creating a student model from a teacher model for knowledge distillation. The process includes providing a teacher model trained on a first training dataset, generating candidate student models by randomly selecting layers from the teacher model, and evaluating their performance based on a predetermined model evaluation criterion.

Another significant patent is the "Global confidence classifier for information retrieval in contact centers." This method leverages a global confidence classifier to enhance information retrieval in contact centers. It involves receiving a user query, performing feature extraction to convert the query into a numerical vector representation, identifying a subset of documents likely to respond to the query, and re-ranking these documents based on a global confidence classifier model.

Career Highlights

Pavan Buduguppa has worked with Genesys Cloud Services, Inc., where he applied his expertise in natural language processing. His work has contributed to the development of advanced systems that improve user interactions in contact centers.

Collaborations

Throughout his career, Buduguppa has collaborated with notable professionals, including Ramasubramanian Sundaram and Veera Raghavendra Elluru. These collaborations have further enriched his work and innovations in the field.

Conclusion

Pavan Buduguppa is a distinguished inventor whose work in natural language processing has led to valuable patents and advancements in technology. His contributions continue to influence the industry and pave the way for future innovations.