Company Filing History:
Years Active: 2019-2022
Title: **The Innovative Contributions of Mengying Li**
Introduction
Mengying Li, an accomplished inventor based in La Jolla, California, is recognized for her significant contributions to the field of machine learning and time-series data analysis. With a total of seven patents to her name, Mengying has been a driving force in developing innovative systems that enhance the capabilities of machine learning applications.
Latest Patents
Mengying Li's latest patents showcase her commitment to advancing technology in machine learning. One of her notable inventions is focused on "Synthesizing high-fidelity time-series sensor signals to facilitate machine-learning innovations." This invention involves a system designed to develop machine-learning techniques that perform prognostic-surveillance operations on time-series data from monitored systems, such as power plants. By decomposing original time-series signals into deterministic and stochastic components, her system generates synthetic time-series signals that are statistically indistinguishable from the originals, enabling more effective machine learning.
Another significant patent by Mengying is the "Multivariate memory vectorization technique to facilitate intelligent caching in time-series databases." This invention addresses the need for efficient data caching by utilizing a multivariate memory vectorization operation on time-series data. This technique selects a subset of observations that represent the underlying structure of the data, applying geometric compression aging to enhance query processing through in-memory database caching.
Career Highlights
Mengying Li works at Oracle International Corporation, a prominent technology company known for its innovative software and hardware solutions. Her career is marked by an unwavering dedication to advancing technology through her research and inventions. With her impressive portfolio of patents, she has established herself as a leader in her field, contributing to the enhancement of algorithms and data management systems.
Collaborations
Throughout her career, Mengying has collaborated with talented professionals, including her coworkers Kenny C Gross and Alan Paul Wood. These collaborations have likely enriched her innovative projects, allowing for the merging of diverse ideas and expertise to foster groundbreaking advancements in machine learning and data analytics.
Conclusion
Mengying Li exemplifies the spirit of innovation in technology, particularly within the realms of machine learning and time-series data management. Her expertise and inventive creations not only pave the way for improved algorithms and applications but also inspire future generations of inventors to push the boundaries of scientific discovery and innovation. As she continues her work at Oracle International Corporation, her contributions will undoubtedly have a lasting impact on the technology landscape.