Company Filing History:
Years Active: 2022-2024
Title: Innovations of Mingwei Shen
Introduction
Mingwei Shen is an accomplished inventor based in Shoreline, WA (US). He has made significant contributions to the field of technology, particularly through his innovative patents. With a total of 2 patents, Shen has demonstrated his expertise and creativity in developing solutions that address real-world challenges.
Latest Patents
Mingwei Shen's latest patents include groundbreaking work in two key areas. The first patent focuses on "Per-category feedback summarization," where devices and techniques are described for generating per-topic review summarization. This involves receiving a plurality of text descriptions of a first item and determining a list of categories. A machine-learned model generates summaries relevant to these categories, enhancing the understanding of customer feedback.
The second patent addresses the "Determination of root causes of customer returns." This innovation utilizes a probabilistic model to associate customer-entered product return data with probability distributions relating to possible root causes for the returns. By applying a Bayesian network to customer-selected return reason codes and comments, Shen's work estimates the probability distribution for root causes, providing valuable insights to sellers.
Career Highlights
Mingwei Shen is currently employed at Amazon Technologies, Inc., where he continues to push the boundaries of innovation. His work at Amazon has allowed him to collaborate with other talented professionals in the field, contributing to the company's mission of enhancing customer experience through technology.
Collaborations
Shen has had the opportunity to work alongside notable colleagues such as Karen Hovsepian and Thi Nhat Anh Nguyen. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of innovative solutions.
Conclusion
Mingwei Shen's contributions to technology through his patents reflect his dedication to innovation and problem-solving. His work not only enhances customer experiences but also sets a precedent for future advancements in the field.