Company Filing History:
Years Active: 2020-2025
Title: Poornima Muthukumar: Innovator in Machine Learning and Software Development
Introduction
Poornima Muthukumar is a prominent inventor based in Seattle, WA, known for her contributions to machine learning and software development. With a total of 4 patents, she has made significant strides in analyzing user populations and improving software bug detection.
Latest Patents
One of her latest patents is titled "System and method of determining proximity between different populations." This invention involves a method and system for analyzing the proximity between two user populations. It includes receiving a request for proximity analysis, accessing relevant data, and utilizing a machine-learning model to determine a composite proximity score. The output is then visualized for better understanding.
Another notable patent is "Bug categorization and team boundary inference via automated bug detection." This invention focuses on training a machine learning model to identify categories of software bugs within source code files. By filtering bug data and inferring organizational boundaries, the model can generate team-specific insights, enhancing software development processes.
Career Highlights
Poornima currently works at Microsoft Technology Licensing, LLC, where she applies her expertise in machine learning to develop innovative solutions. Her work has been instrumental in advancing the field of software engineering and improving user experience through data-driven insights.
Collaborations
Throughout her career, Poornima has collaborated with talented individuals such as Muiris Woulfe and Yuanyuan Dong. These partnerships have fostered a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
Poornima Muthukumar is a trailblazer in the realm of machine learning and software development. Her patents reflect her commitment to enhancing technology and improving user interactions. Her contributions continue to shape the future of software engineering.
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.