Andeep S Toor

Title: The Innovations of Andeep S Toor

Introduction

Andeep S Toor is a prominent inventor based in Chantilly, VA (US). She has made significant contributions to the field of technology, particularly in machine learning and image processing. With a total of 7 patents to her name, her work continues to influence advancements in these areas.

Latest Patents

One of her latest patents is titled "Convolutional Neural Network with Augmentation Features." This invention describes a method, computer program product, and system where a processor obtains an original image. The processor applies various filters to the original image to generate a group of filtered images. It then stacks the original image with the filtered images in a three-dimensional array, where each layer comprises a separate filtered image or the original image. This augmented version of the original image facilitates classification by a deep convolutional neural network, which classifies the original image based on a classification model applied to the augmented version. The processor ultimately receives the classification of the original image from the deep convolutional neural network.

Another notable patent is focused on "Suggesting Follow-Up Questions from User Behavior." This invention includes a method, computer program product, and system for generating follow-up questions based on machine learning. It involves receiving an input question from a user and parsing it to extract components using natural language processing techniques. Trained question component models are executed to predict follow-up question components, which are then combined to generate one or more follow-up questions that are returned to the user.

Career Highlights

Andeep S Toor is currently employed at International Business Machines Corporation (IBM), where she continues to innovate and develop new technologies. Her work at IBM has allowed her to collaborate with other talented professionals in the field.

Collaborations

Some of her notable coworkers include Mohamed Nooman Ahmed and Aaron K Baughman. Their collaborative efforts contribute to the advancement of technology and innovation within their projects.

Conclusion

Andeep S Toor's contributions to technology through her patents and work at IBM highlight her role as a leading inventor in her field. Her innovative approaches to machine learning and image processing continue to pave the way for future advancements.