Company Filing History:
Years Active: 2021-2025
Title: Innovations of Charles Yin-Che Lee
Introduction
Charles Yin-Che Lee is a prominent inventor based in Mercer Island, WA (US). He has made significant contributions to the field of machine learning, holding a total of 12 patents. His work focuses on developing innovative systems and methods that enhance automated tasks and improve user experience.
Latest Patents
One of his latest patents is titled "Training framework for automated tasks involving multiple machine learning models." This patent presents systems, methods, and devices for training machine learning models. It describes an automated task framework that maintains multiple machine learning models for executing tasks. The framework processes natural language input through these models and executes actions based on identified task intents. User feedback is collected and processed by a user sentiment engine, which can penalize models that generate incorrect outputs and reward those that receive positive feedback.
Another notable patent is "Email threading based on machine learning." This invention involves systems and methods for classifying emails into categories using machine learning. The network system accesses a variety of emails and classifies them based on determined categories. It extracts feature values from emails in each category and groups messages with the same feature value into a single email thread, which is then presented to the user.
Career Highlights
Charles Yin-Che Lee is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of technology. His work has had a significant impact on the development of machine learning applications, particularly in automating tasks and enhancing communication through email management.
Collaborations
He has collaborated with notable coworkers, including Pamela Bhattacharya and Warren David Johnson, III. Their combined expertise contributes to the advancement of innovative solutions within their projects.
Conclusion
Charles Yin-Che Lee is a distinguished inventor whose work in machine learning has led to numerous patents that enhance automated processes and user interactions. His contributions continue to shape the future of technology and innovation.