Location History:
- Hamden, CT (US) (2009)
- Middletown, CT (US) (2008 - 2012)
- Farmington, CT (US) (2009 - 2022)
Company Filing History:
Years Active: 2008-2022
Title: Innovations by Moninder Singh
Introduction
Moninder Singh is a notable inventor based in Middletown, CT (US). He has made significant contributions to the field of technology, particularly in machine learning and privacy policy enforcement. With a total of 12 patents to his name, Singh continues to push the boundaries of innovation.
Latest Patents
One of his latest patents is titled "Diagnosing anomalies detected by black-box machine learning models." This invention describes a computer-implemented method, a computer program product, and a computer system for diagnosing anomalies detected by a black-box machine learning model. The method involves determining a local variance of a test sample in a test dataset, which represents the uncertainty of a prediction made by the model. The computer initializes optimal compensations for the test sample and determines local gradients, updating the optimal compensations until convergence is achieved. This innovative approach allows for effective diagnosis of anomalies in machine learning applications.
Another significant patent is "Secure system and method for enforcement of privacy policy and protection of confidentiality." This invention encompasses various systems, architectures, frameworks, and methodologies designed to securely enforce a privacy policy. The method guarantees a privacy policy between two enterprises by creating a message that includes a request for data concerning a third party and the privacy policy of the first enterprise. The message is signed and certified, ensuring that the privacy policy will be enforced by a privacy rules engine at the first enterprise. This invention highlights Singh's commitment to enhancing data privacy and security.
Career Highlights
Moninder Singh is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop new technologies. His work at IBM has allowed him to collaborate with other talented professionals in the field.
Collaborations
Some of his notable coworkers include Xuan Liu and Sastry Duri, who contribute to the collaborative environment at IBM. Their combined expertise fosters a culture of innovation and creativity.
Conclusion
Moninder Singh's contributions to technology through his patents demonstrate his dedication to advancing machine learning and privacy protection. His work continues to influence the industry and inspire future innovations.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.