Company Filing History:
Years Active: 2020-2022
Title: Innovations of Sneha Subhaschandra Banakar
Introduction
Sneha Subhaschandra Banakar is an accomplished inventor based in Bengaluru, India. She has made significant contributions to the field of artificial intelligence and document processing through her innovative patents. With a total of three patents to her name, she continues to push the boundaries of technology.
Latest Patents
One of her latest patents is titled "Method and system for verifying classification performed by an artificial neural network." This invention relates to a method for verifying a positive classification made by an artificial neural network (ANN) in a specific class. The method involves generating a weight matrix that includes the weight of each neural node in a given layer. It also determines a contribution factor of each neural node concerning the output of the ANN for the given class, based on a known input vector and a modified weight matrix. Additionally, it generates a dominance matrix based on the contribution factors and ranks each neural node to verify the positive classification for a test input vector.
Another notable patent is "Method and system for determining structural blocks of a document." This invention focuses on extracting text lines from a document and generating a feature vector for each line by determining feature values for a set of features. The method identifies at least one dominant feature and corresponding dominance factor for each structural class, leading to the classification of text lines into respective structural classes based on derived rules.
Career Highlights
Sneha currently works at Wipro Limited, a leading global information technology company. Her role involves leveraging her expertise in artificial intelligence to develop innovative solutions that enhance document processing and classification systems.
Collaborations
Sneha collaborates with Raghavendra Hosabettu, a fellow professional in her field. Together, they work on advancing technologies that improve the efficiency and accuracy of artificial intelligence applications.
Conclusion
Sneha Subhaschandra Banakar is a pioneering inventor whose work in artificial intelligence and document processing has led to significant advancements in technology. Her innovative patents reflect her commitment to enhancing the capabilities of artificial neural networks and document classification systems.