Ritaprava Dutta

Title: Ritaprava Dutta: Innovator in Multi-Modal Deep Learning

Introduction

Ritaprava Dutta is a notable inventor based in West Bengal, India. He has made significant contributions to the field of deep learning, particularly in the classification of document images. With a total of 2 patents to his name, Dutta is recognized for his innovative approaches to handling unstructured document image packages.

Latest Patents

Dutta's latest patents focus on multi-modal ensemble deep learning techniques for classifying start pages and document types within document image files. His work involves obtaining a document image file that includes multiple pages and various document types. He generates multiple independent predictions for each page using trained models, determining whether a page is the first page of a document or identifying its document type. Finally, he utilizes a neural network to produce a final prediction output based on these independent predictions.

Career Highlights

Ritaprava Dutta is currently employed at First American Financial Corporation, where he applies his expertise in deep learning and document classification. His work has been instrumental in advancing the capabilities of document image processing.

Collaborations

Dutta collaborates with talented professionals in his field, including Arun Rangarajan and Dan Thompson. Their combined efforts contribute to the innovative projects at First American Financial Corporation.

Conclusion

Ritaprava Dutta's contributions to multi-modal deep learning and document classification highlight his role as a leading inventor in the technology sector. His patents reflect a commitment to enhancing the efficiency of document image processing.