Location History:
- Austin, TX (US) (2023 - 2024)
- Round Rock, TX (US) (2024)
Company Filing History:
Years Active: 2023-2024
Title: Shalu Singh: Innovator in Image-Based Search and Machine Learning Solutions
Introduction
Shalu Singh is a prominent inventor based in Austin, TX, known for her contributions to the fields of image-based search and machine learning. With a total of four patents to her name, she has made significant strides in developing innovative solutions that enhance problem resolution processes.
Latest Patents
One of Shalu's latest patents is an "Image-based search and prediction system for physical defect investigations." This invention provides techniques for conducting image-based searches and predictions related to physical defects. The method involves obtaining images, descriptions, and manual classifications of physical defects, storing them in an image repository, and training an image classification model. This model can resolve investigations of physical defects using the stored images and corresponding classifications.
Another notable patent is "Guided problem resolution using machine learning." This invention includes methods and systems that analyze problem and product information through machine learning. The analysis generates model outputs that help identify resolutions, which are then communicated to users via a user interface. These innovations showcase Shalu's expertise in leveraging technology to improve efficiency in defect investigations and problem resolution.
Career Highlights
Shalu Singh is currently employed at Dell Products Inc., where she applies her innovative thinking to develop cutting-edge solutions. Her work at Dell has allowed her to contribute to significant advancements in technology, particularly in the areas of image processing and machine learning.
Collaborations
Shalu collaborates with talented individuals such as Amit Sawhney and Karthik Ranganathan, who share her passion for innovation and technology. Together, they work on projects that push the boundaries of what is possible in their respective fields.
Conclusion
Shalu Singh is a remarkable inventor whose work in image-based search and machine learning has the potential to transform industries. Her patents reflect her commitment to innovation and problem-solving, making her a valuable asset in the tech community.