Company Filing History:
Years Active: 2023
Title: Innovations of Ketkee Pandit
Introduction
Ketkee Pandit is a notable inventor based in Mumbai, India. She has made significant contributions to the field of document processing and information extraction. With a total of two patents to her name, her work focuses on enhancing the efficiency and accuracy of text information extraction from unstructured documents.
Latest Patents
Ketkee's latest patents include a "System and method for determination of label values in unstructured documents." This innovation addresses the challenges 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 significant 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 method includes unsupervised clustering, segmentation, and dynamic thresholding, ultimately leading to accurate text information extraction.
Career Highlights
Ketkee Pandit is currently employed at Tata Consultancy Services Limited, where she continues to innovate in the field of document processing. Her work has significantly impacted the efficiency of information extraction techniques, making her a valuable asset to her organization.
Collaborations
Some of her notable coworkers include Devang Jagdishchandra Patel and Prabhat Ranjan Mishra. Their collaboration has contributed to the advancement of their projects and innovations.
Conclusion
Ketkee Pandit is a pioneering inventor whose work in document processing and information extraction has led to significant advancements in the field. Her innovative patents reflect her commitment to improving the efficiency and accuracy of text information extraction techniques.