Company Filing History:
Years Active: 2025
Title: Nitika Mathur: Innovator in Machine Learning and Natural Language Processing
Introduction
Nitika Mathur is a prominent inventor based in Melbourne, Australia. She has made significant contributions to the field of machine learning and natural language processing. With a total of 4 patents to her name, her work focuses on enhancing the capabilities of machine learning models in understanding and processing natural language.
Latest Patents
Nitika's latest patents include innovative techniques for calibrating confidence scores of machine learning models. One of her patents details methods for calibrating confidence scores of a machine learning model trained to translate natural language into a meaning representation language. This involves obtaining raw beam scores from a decoder, classifying logical form outputs, and providing confidence scores based on these classifications.
Another notable patent focuses on transforming natural language into structured query language through scalable search and content-based schema linking. This method includes preprocessing data assets, classifying named entities, and generating a structured data format for efficient processing.
Career Highlights
Nitika Mathur is currently employed at Oracle International Corporation, where she continues to push the boundaries of technology in her field. Her work has garnered attention for its practical applications and innovative approaches to complex problems in machine learning.
Collaborations
Nitika collaborates with talented individuals such as Mark Edward Johnson and Thanh Long Duong. These partnerships enhance her research and development efforts, contributing to the advancement of technology in her area of expertise.
Conclusion
Nitika Mathur is a trailblazer in the realm of machine learning and natural language processing. Her patents reflect her commitment to innovation and her ability to solve complex challenges in technology. Through her work at Oracle International Corporation, she continues to make a significant impact in her field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.