Foad Khoshouei

Title: Foad Khoshouei: Innovator in Text Representation Technology

Introduction

Foad Khoshouei is an accomplished inventor based in North Arlington, NJ (US). He has made significant contributions to the field of text representation through his innovative patent. His work focuses on enhancing the way text is analyzed and represented, which has important implications for various applications in technology and data processing.

Latest Patents

Foad Khoshouei holds a patent titled "Domain knowledge based feature extraction for enhanced text representation." This patent describes a method, system, and computer program product for representing text. The process involves receiving and analyzing text using a pre-trained embedding model and a feature vector model. Selected words in the text are assigned corresponding weights, and operations are performed to generate a weighted embedding data structure. A summation of the columns of this data structure is conducted to create a representation of the text. This representation can then be utilized to generate classification metadata and summarization of the text.

Career Highlights

Foad Khoshouei is associated with International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies and contribute to advancements in the field of artificial intelligence and natural language processing. His innovative approach to text representation has positioned him as a valuable asset in the tech industry.

Collaborations

Foad has collaborated with talented individuals such as Dylan Zucker and Adham Suliman. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.

Conclusion

Foad Khoshouei's contributions to text representation technology exemplify the importance of innovation in the tech industry. His patent and work at IBM highlight his commitment to advancing the field and improving how we interact with text data.