Lalit Gupta

Title: Lalit Gupta: Innovator in Natural Language Processing

Introduction

Lalit Gupta is a prominent inventor based in Noida, India, known for his significant contributions to the field of natural language processing. With a total of 12 patents to his name, he has developed innovative solutions that leverage machine learning to enhance data extraction and protocol generation from natural language text documents.

Latest Patents

One of his latest patents focuses on "Database generation from natural language text documents." This process involves obtaining a natural language text document and utilizing a machine learning model to generate a set of attributes based on classifications derived from the document. The method includes hierarchical data extraction operations to populate these attributes, employing different machine learning models in sequence. A pre-trained Bidirectional Encoder Representations from Transformers (BERT) model is used, augmented with a pooling operation to generate vectors at a per-sentence level. Additionally, a finer-grain model is applied to extract quantitative or categorical values of interest, retaining the context of the per-sentence level for accuracy.

Another notable patent is for "Self-executing protocol generation from natural language text." This process begins with obtaining a document and determining a set of vectors based on n-grams. It utilizes neural networks to derive information from the document and selects relevant text sections to generate program code based on entity identifiers and conditional statements. This innovative approach streamlines the generation of executable protocols from textual data.

Career Highlights

Lalit Gupta has worked with several esteemed companies, including Dsilo, Inc. and Koninklijke Philips Corporation N.V. His experience in these organizations has allowed him to refine his skills and contribute to cutting-edge projects in the technology sector.

Collaborations

Throughout his career, Lalit has collaborated with notable professionals, including Jaya Prakash Narayana Gutta and Sharad Malhautra. These collaborations have further enriched his work and expanded the impact of his inventions.

Conclusion

Lalit Gupta's innovative work in natural language processing exemplifies the potential of machine learning in transforming how we interact with data. His patents reflect a commitment to advancing technology and improving efficiency in data management.