Company Filing History:
Years Active: 2021-2023
Title: Innovations by Shrishti Aggarwal
Introduction
Shrishti Aggarwal is a notable inventor based in Delhi, India. He has made significant contributions to the field of document analysis, particularly in the banking industry. With two patents to his name, Shrishti's work focuses on enhancing due diligence processes through innovative ranking systems.
Latest Patents
Shrishti'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 his first approach, documents are classified to determine their category, and entity recognition is employed to identify the subject of interest. Passages related to the entity are grouped and analyzed for sentiment, generating a sentiment score that ranks the documents. The second approach computes a classification probability score for each passage, representing the likelihood that it relates to a category of interest. This method also ranks documents based on sentiment scores and classification probability scores, utilizing an ensemble of natural language text classifiers, including a naïve Bayes classifier with feature vectors generated using Word2Vec modeling.
Career Highlights
Shrishti Aggarwal is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in document analysis. His work has garnered attention for its potential to streamline due diligence processes in the banking sector.
Collaborations
Some of Shrishti's coworkers include Mandar Mutalikdesai and Arjun Das, who contribute to the collaborative environment at IBM.
Conclusion
Shrishti Aggarwal's contributions to the field of document analysis through his innovative patents demonstrate his commitment to improving due diligence processes in the banking industry. His work is paving the way for more efficient and effective methods of document evaluation.