Ratnanu Ghosh-Roy

Title: Innovations by Ratnanu Ghosh-Roy

Introduction

Ratnanu Ghosh-Roy is an accomplished inventor based in Buckinghamshire, GB. He has made significant contributions to the field of document analysis, particularly in the banking industry. With a total of two patents to his name, Ghosh-Roy's work focuses on enhancing due diligence processes through innovative ranking methods.

Latest Patents

Ghosh-Roy's latest patents include "Contextual interestingness ranking of documents for due diligence in the banking industry with entity grouping" and "Contextual interestingness ranking of documents for due diligence in the banking industry with topicality grouping." Both patents address the need to analyze documents related to financial crimes by ranking them based on topicality and sentiment. In these approaches, documents are classified to determine their categories, and entity recognition is employed to identify subjects of interest. Sentiment scores are generated by analyzing passages related to the entity, allowing for effective document ranking. Additionally, a classification probability score is computed for each passage, enhancing the accuracy of the ranking process.

Career Highlights

Ghosh-Roy is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to apply his innovative ideas in a corporate setting, contributing to advancements in technology and document analysis.

Collaborations

Some of Ghosh-Roy's notable coworkers include Mandar Mutalikdesai and Arjun Das. Their collaboration has fostered a creative environment that encourages the development of groundbreaking solutions in their field.

Conclusion

Ratnanu Ghosh-Roy's contributions to document analysis in the banking industry exemplify the impact of innovation on improving due diligence processes. His patents reflect a commitment to enhancing the efficiency and effectiveness of financial crime analysis.