Ravi Narayan

Title: Innovations of Ravi Narayan

Introduction

Ravi Narayan is an accomplished inventor based in Dedham, MA (US). He has made significant contributions to the field of machine learning and entity recognition. His innovative work has led to the development of a unique patent that enhances the understanding of composite entities.

Latest Patents

Ravi Narayan holds a patent titled "Method and system for hybrid entity recognition." This patent describes a hybrid entity recognition system and accompanying method that identifies composite entities based on machine learning. The system processes an input sentence by removing extraneous information, performing spelling correction, and grammar correction to generate a cleaned input sentence. A POS tagger is utilized to tag parts of speech in the cleaned input sentence. The rules-based entity recognizer module identifies first-level entities, while the cleaned input sentence is converted into numeric vectors. Basic and composite entities are then extracted using these numeric vectors.

Career Highlights

Ravi Narayan is currently employed at Genpact Luxembourg S.à R.l. Ii, where he continues to innovate and contribute to advancements in technology. His work focuses on improving machine learning applications and enhancing entity recognition systems.

Collaborations

Ravi has collaborated with notable colleagues such as Sunil Kumar Khokhar and Vikas Mehta. Their combined expertise has fostered a productive environment for innovation and development.

Conclusion

Ravi Narayan's contributions to the field of hybrid entity recognition exemplify the impact of innovative thinking in technology. His patent and ongoing work at Genpact Luxembourg S.à R.l. Ii highlight his commitment to advancing machine learning applications.