Ankita Gupta

Title: Ankita Gupta: Innovator in Document Processing Technologies

Introduction

Ankita Gupta is a prominent inventor based in Mumbai, India. She has made significant contributions to the field of document processing technologies, holding two patents that showcase her innovative approach to solving complex challenges in information extraction and document classification.

Latest Patents

Ankita's latest patents include a "System and method for determination of label values in unstructured documents." This invention addresses the difficulties faced by typical systems in understanding variations in the layout of unstructured documents. The disclosed method systematically identifies sections and bounding boxes in page images, extracting labels and their corresponding values. In cases where label values are not present in the same bounding box, the system examines neighboring labels for matching values. Additionally, it utilizes a trained deep learning model to obtain label-label value pairs, assigning an aggregated confidence score to the text in the bounding box.

Another notable patent is the "Method and system for document classification and text information extraction." This invention tackles the challenges posed by variations in document types and templates. It provides a time-efficient and accurate text detection engine-based Region of Interest (ROI) technique to identify text regions. A multi-layered neural network architecture enhances classification accuracy, while a multistage image pre-processing approach ensures effective background noise removal. This includes techniques such as unsupervised clustering, segmentation, and dynamic thresholding, ultimately leading to accurate text information extraction.

Career Highlights

Ankita Gupta is currently employed at Tata Consultancy Services Limited, where she continues to innovate and develop advanced solutions in document processing. Her work has significantly impacted the efficiency and accuracy of information extraction processes.

Collaborations

Ankita collaborates with talented professionals in her field, including Devang Jagdishchandra Patel and Prabhat Ranjan Mishra. These collaborations enhance her projects and contribute to the advancement of technology in document processing.

Conclusion

Ankita Gupta is a trailblazer in the realm of document processing technologies, with her patents reflecting her commitment to innovation and excellence. Her contributions are paving the way for more efficient information extraction methods, making a lasting impact in her field.