This inventor holds 4 USPTO granted patents and 2 published patent applications. Top assignee: Intuit, Inc.. Active years: 2023-2026.
Location History:
- Bengaluru, IN (2023)
- Uttar Pradesh, IN (2023)
Company Filing History:
Years Active: 2023-2026
Title: Vikas Raturi: Innovator in Machine Learning Technologies
Introduction
Vikas Raturi is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in developing methods for converting natural language queries into programming languages. With a total of 4 patents to his name, Raturi is recognized for his innovative approaches to enhancing software applications through advanced technologies.
Latest Patents
One of Raturi's latest patents focuses on the training of an improved machine learning model for converting queries to a programming language. This method involves receiving a training dataset that includes instance data structures storing natural language queries in a domain-specific language. The process includes training a ranking model using a pairwise ranking loss function to maximize the model's performance in converting new natural language queries into instance data structures. After convergence, the ranking model is returned as a trained ranking model.
Another notable patent by Raturi involves extracting content from freeform text samples into custom fields in a software application. This technique utilizes a natural language processing pipeline to generate a training dataset from freeform text samples and field entries. A first machine learning model is trained to identify relevant custom fields, while a second model extracts content from the freeform text into these fields, enhancing the software application's functionality.
Career Highlights
Vikas Raturi is currently employed at Intuit, Inc., where he continues to innovate and develop cutting-edge technologies. His work at Intuit has allowed him to apply his expertise in machine learning to real-world applications, contributing to the company's success in providing financial software solutions.
Collaborations
Raturi has collaborated with several talented individuals in his field, including Shrutendra Harsola and Naveen Kumar Kaveti. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of innovative solutions.
Conclusion
Vikas Raturi is a distinguished inventor whose work in machine learning is paving the way for advancements in software applications. His patents reflect a commitment to innovation and a deep understanding of technology's potential to transform industries.