Aparajita Choudhury Karimpana

Title: Innovations of Aparajita Choudhury Karimpana

Introduction

Aparajita Choudhury Karimpana is an accomplished inventor based in Karnataka, India. He has made significant contributions to the field of hierarchical classification techniques, holding two patents that showcase his innovative approach to transaction data analysis.

Latest Patents

His latest patents focus on the hierarchical classification of transaction data. These patents describe methods, systems, and computer program products that implement hierarchical classification techniques. The hierarchical classification system receives training data, including labeled transaction records, and determines tag sequences from this data. The system clusters these tag sequences into clusters and establishes a cluster-level classifier trained to predict a cluster for an input transaction record. Additionally, a respective cluster-specific classifier is determined for each cluster, which is trained to predict a label of the entity of interest for an input transaction record. Upon receiving a test transaction record, the system first applies the cluster-level classifier to identify a particular cluster and then determines the label of the entity of interest by applying the cluster-specific classifier of that cluster.

Career Highlights

Aparajita currently works at Yodlee, Inc., where he continues to develop innovative solutions in the field of data classification. His work has been instrumental in enhancing the efficiency and accuracy of transaction data processing.

Collaborations

Some of his notable coworkers include Chirag Yadav and Divya James Athoopallil, who contribute to the collaborative environment at Yodlee, Inc.

Conclusion

Aparajita Choudhury Karimpana's contributions to hierarchical classification techniques reflect his dedication to innovation in data processing. His patents and work at Yodlee, Inc. highlight his role as a significant inventor in the field.