Shweta Goyal

Title: Shweta Goyal: Innovator in Natural Language Processing

Introduction

Shweta Goyal is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of natural language processing, particularly in the conversion of natural language to SQL. Her innovative approach has garnered attention in the tech community.

Latest Patents

Shweta holds a patent titled "Contextual graph dynamics for natural language to SQL conversion." This method involves training a model to generate structured query language (SQL) outputs from natural language inputs. The process includes receiving a training dataset with natural language queries, corresponding SQL statements, and a relevant database. It also involves extracting query-specific schema from the database and embedding the natural language queries to generate initialized embeddings. The method further includes generating subgraphs based on these embeddings, training a graph neural network (GNN) with the subgraphs, and refining outputs to train a transformer model.

Career Highlights

Shweta Goyal is currently employed at Dell Products L.P., where she continues to innovate and develop solutions in her field. Her work has been instrumental in advancing the capabilities of natural language processing technologies.

Collaborations

Some of her notable coworkers include Kailash Talreja and Sailendu Kumar Patra. Their collaboration has contributed to the success of various projects within the company.

Conclusion

Shweta Goyal is a trailblazer in the realm of natural language processing, with her patent showcasing her expertise and innovative spirit. Her contributions are paving the way for future advancements in technology.