Company Filing History:
Years Active: 2021-2023
Title: Inventor Spotlight: Kateryna Lytvynets
Introduction
Kateryna Lytvynets is an innovative inventor based in Redmond, WA. She has made significant contributions to the field of technology with three patents to her name. Her work primarily focuses on privacy and machine learning, reflecting her commitment to advancing technology while safeguarding user data.
Latest Patents
Kateryna's latest patents include a groundbreaking Privacy-Preserving Data Platform. This invention outlines techniques for synthesizing and analyzing data, incorporating a machine learning model that anonymizes microdata. It effectively generates synthesized data by reproducing key attributes from the original microdata while applying constraints to avoid rare attribute combinations. Users can input specific attributes to filter the synthesized data, enabling them to generate tailored subsets of records. The invention also features a user interface that displays synthesized aggregate counts, enhancing the visibility of data attributes.
Another remarkable patent is her Power Grid Aware Machine Learning Device, which presents a system and method for managing the operation of electrical devices. This invention includes a control module that monitors the status of various electrical power sources and the usage of electrical devices. Utilizing a machine learning model, it forecasts the status of power sources and establishes operational rules based on historical data. This system aims to optimize renewable energy use, stabilize the power grid, and manage costs effectively.
Career Highlights
Kateryna currently works at Microsoft Technology Licensing, LLC, where she continues to drive innovation and contribute to cutting-edge technologies. Her role involves developing and implementing novel solutions that address current challenges in data privacy and energy management.
Collaborations
Throughout her professional journey, Kateryna has collaborated with esteemed coworkers, including Weiwei Yang and Christopher M. White. Together, they have fostered a collaborative environment that promotes innovation and creative problem-solving.
Conclusion
Kateryna Lytvynets stands out as a prominent inventor whose work in privacy-preserving technologies and energy management reflects her dedication to making a difference in the technological landscape. With her impressive portfolio of patents and collaborative spirit, she continues to inspire fellow innovators and contribute to the advancement of pivotal technologies.