Company Filing History:
Years Active: 2022-2024
Title: Abhay Choudhary - Innovator in Semantic Matching and Data Management
Introduction
Abhay Choudhary is a notable inventor based in Dublin, Ireland. He has made significant contributions to the field of semantic matching and data management. With a total of 2 patents to his name, he continues to push the boundaries of technology and innovation.
Latest Patents
Choudhary's latest patents include a method for semantic matching of job titles with limited contexts. This invention provides a comprehensive approach that includes pre-processing and normalizing job titles, deconstructing them based on semantic elements, and training a machine learning model. The invention also creates a contextual word representation of job titles and computes similarity scores for each semantic element, applying weights to these scores for final match assessments. Another significant patent focuses on extracting relevant sentences from a text corpus. This invention manages a computer database with multiple data entries in a talent framework system. It generates a description text field by classifying sentences from text streams, determining their relevance to the title text field of the data entry. K-means clustering is utilized, with experimental data indicating that k=2 yields desirable classification outcomes.
Career Highlights
Abhay Choudhary is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to develop and refine his innovative ideas, contributing to the company's reputation for technological advancement.
Collaborations
Choudhary collaborates with talented individuals such as Smitashree Choudhury and Stephen Mitchell. These collaborations enhance his work and foster a creative environment for innovation.
Conclusion
Abhay Choudhary is a distinguished inventor whose work in semantic matching and data management is paving the way for future advancements in technology. His contributions are valuable to the field and demonstrate the impact of innovative thinking.
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.