Company Filing History:
Years Active: 2023-2025
Title: Innovations of Nan Jiang in Machine Learning and Personalization
Introduction
Nan Jiang is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of machine learning, particularly in developing systems that enhance user personalization. His innovative approach has led to the creation of a unique patent that addresses the challenges of synchronized ecosystem personalization.
Latest Patents
Nan Jiang holds a patent for a "Contextual bandits-based ecosystem recommender system for synchronized personalization." This patent describes systems and methods directed to a contextual bandits machine learning model. The model is designed to enable granular synchronized ecosystem personalization and optimization. It determines an objective and utilizes lifecycle model propensity scores as inputs to generate potential weighted model rewards. Each reward includes a desired user action, a weight, a channel, and an expected change to the objective. The model selects a weighted reward that optimizes the objective, subsequently transmitting an action recommendation to a user device based on this reward. Feedback from the action recommendation is collected to train and fine-tune the model.
Career Highlights
Nan Jiang is currently employed at Intuit, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work focuses on enhancing user experiences through personalized recommendations and optimization strategies. His contributions have been instrumental in advancing the company's technological capabilities.
Collaborations
Nan Jiang collaborates with talented individuals such as Yashwanth Musiboyina and Dawn-Marie Chantel Miesner. These collaborations foster a creative environment that encourages the development of cutting-edge technologies.
Conclusion
Nan Jiang's work in machine learning and personalization exemplifies the impact of innovative thinking in technology. His patent and contributions at Intuit, Inc. highlight his commitment to enhancing user experiences through advanced systems.