This inventor holds 1 USPTO granted patent and 2 published patent applications. Top assignee: Gdm Holding LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Roma Patel: Innovator in Text Processing Technologies
Introduction
Roma Patel is a distinguished inventor based in Providence, RI (US). She has made significant contributions to the field of machine learning and text processing. With a focus on enhancing vocabulary selection for text processing tasks, her work is paving the way for more efficient and effective machine learning models.
Latest Patents
Roma Patel holds a patent titled "Vocabulary selection for text processing tasks using power indices." This innovative patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting an input vocabulary for a machine learning model using power indices. One of the key methods involves computing a respective score for each of a plurality of text tokens in an initial vocabulary and subsequently selecting the text tokens in the input vocabulary based on their respective scores. This approach enhances the performance of machine learning applications by optimizing vocabulary selection.
Career Highlights
Roma Patel is currently employed at GDM Holding LLC, where she continues to develop her innovative ideas and contribute to advancements in technology. Her work is characterized by a commitment to improving the efficiency of text processing systems, which is crucial in today's data-driven world.
Collaborations
Some of her notable coworkers include Ian Michael Gemp and Yoram Bachrach. Their collaborative efforts contribute to the innovative environment at GDM Holding LLC, fostering creativity and technological advancement.
Conclusion
Roma Patel is a remarkable inventor whose work in text processing technologies is making a significant impact in the field of machine learning. Her patent and ongoing contributions reflect her dedication to innovation and excellence.