Company Filing History:
Years Active: 2019
Title: Innovations by Sravanthi Bondugula
Introduction
Sravanthi Bondugula is an accomplished inventor based in Niskayuna, NY (US). She has made significant contributions to the field of technology, particularly in the area of neural networks. With a total of 2 patents to her name, her work is paving the way for advancements in equipment damage prediction and image generation systems.
Latest Patents
One of her latest patents is the "Equipment damage prediction system using neural networks." This innovative system utilizes a generative adversarial network (GAN) to analyze images of actual equipment damage. The generator sub-network creates potential damage images based on the examined actual damage, while the discriminator sub-network assesses these images to determine if they represent a progression of the actual damage.
Another notable patent is the "Neural network training image generation system." This system is designed to generate training images for neural networks. It involves processors that receive input representing selected areas in an image mask. The processors create a labeled masked image by combining the image mask with an unlabeled image of equipment. This system trains an artificial neural network to automatically identify equipment damage in actual images and generate training images for further neural network training.
Career Highlights
Sravanthi Bondugula is currently employed at General Electric Company, where she applies her expertise in neural networks to develop innovative solutions. Her work is instrumental in enhancing the efficiency and accuracy of equipment damage prediction systems.
Collaborations
Some of her notable coworkers include Ser Nam Lim and Arpit Jain, with whom she collaborates on various projects within the company.
Conclusion
Sravanthi Bondugula's contributions to the field of technology through her patents demonstrate her innovative spirit and commitment to advancing neural network applications. Her work continues to influence the industry and inspire future innovations.