Company Filing History:
Years Active: 2019-2023
Title: Innovations of Prabhdeep Singh
Introduction
Prabhdeep Singh is an accomplished inventor based in Newcastle, WA (US). He holds a total of 8 patents, showcasing his expertise in the field of technology and innovation. His work primarily focuses on advanced computational models and resource scheduling using machine learning.
Latest Patents
One of his latest patents is titled "Resource scheduling using machine learning." This invention discusses devices, systems, and methods for effectively scheduling tasks to be completed by resources. The method involves identifying features of the task, including both time-dependent and time-independent features. It determines the likelihood of successful task completion by analyzing these features through a gradient boost tree model. The task is then scheduled based on this likelihood, optimizing resource utilization.
Another significant patent is the "Multi-model controller." This invention describes a processing unit that operates a first recurrent computational model (RCM) to provide state information and predicted result values. It also utilizes a first network computational model (NCM) to generate expectation values for various actions based on the state information. The processing unit can train both the RCM and NCM to enhance their predictive capabilities, thereby improving decision-making processes.
Career Highlights
Prabhdeep Singh is currently employed at Microsoft Technology Licensing, LLC, where he contributes to innovative projects and advancements in technology. His work has significantly impacted the field, particularly in machine learning and computational modeling.
Collaborations
He has collaborated with notable colleagues, including Jianfeng Gao and Li Deng, who are also recognized for their contributions to technology and innovation.
Conclusion
Prabhdeep Singh's contributions to the field of technology through his patents and innovative work at Microsoft Technology Licensing, LLC highlight his role as a leading inventor. His advancements in resource scheduling and computational models continue to influence the industry positively.
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.