Company Filing History:
Years Active: 2019-2024
Title: Innovator Spotlight: Madhu Sudhan Reddy Gudur
Introduction
Madhu Sudhan Reddy Gudur, based in Phoenix, AZ, is a notable inventor with a total of nine patents to his name. His innovative contributions primarily focus on machine learning and data processing, showcasing his expertise in the evolving fields of technology.
Latest Patents
One of his latest patents, titled "Decision Tree Learning with Missing Data," presents various embodiments for utilizing decision trees in machine learning when certain data points are absent from a dataset. This invention entails the identification of a first attribute for splitting a plurality of records, subsequently dividing those records into two subsets: one containing records with the attribute value present and the other with it absent. The method culminates in adding a node to a decision tree that effectively reflects this split.
Another significant patent, "Relevant Notifications of Third Party Content," introduces a system that generates pertinent notifications based on content from third-party data sources. The system utilizes a computing device equipped with machine-readable instructions that allow it to receive content based on keyword topics, generate embeddings, classify portions of the content, and compile a list of organizations related to the content, ultimately notifying clients about these insights.
Career Highlights
Madhu currently associates with American Express Travel Related Services Company, Inc., where he leverages his inventive skills to drive advancements in technology solutions. His career is marked by a commitment to developing innovative applications that enhance data interaction and usability, proving to be a vital asset in his field.
Collaborations
Within his professional journey, Madhu has collaborated with accomplished colleagues such as Vinod Yadav and Sandeep Bose. Together, they have contributed to the development of sophisticated technologies, further pushing the boundaries of innovation in machine learning and data processing.
Conclusion
Madhu Sudhan Reddy Gudur exemplifies the spirit of innovation through his dedicated work and significant contributions to technology. His achievements reflect not only his individual capabilities but also the power of collaboration in advancing the frontiers of machine learning and data utilization. As he continues to develop and refine his inventions, Madhu remains a distinguished figure in his field.
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.