Di Wu

Title: Innovations by Di Wu: A Pioneer in Predictive Analytics and Time Series Forecasting

Introduction

Di Wu is a prominent inventor based in Mountain View, CA, recognized for contributions in the fields of predictive analytics and time series forecasting. With a total of three patents to his name, Wu's work is instrumental in advancing methods that enhance decision-making for businesses and organizations.

Latest Patents

Among his latest innovations is a patent titled "System and method for predicting customer lifetime value using two-stage machine learning." This invention outlines a method for predicting and utilizing customer lifetime value (CLV) by training classifiers and regressors with customer feature data across different time periods. This innovative approach allows for more accurate predictions of customer spending behavior, facilitating better marketing strategies.

Another significant patent is "System and method for multi-horizon time series forecasting with dynamic temporal context learning." This system utilizes bi-directional long-short term memory networks (BiLSTM) to perform time series forecasting. The method involves processing input feature vectors and applying temporal convolution to extract context features across multiple scales, ultimately leading to improved forecasting accuracy.

Career Highlights

Di Wu has gainful experience working with notable companies such as Beijing Jingdong Shangke Information Technology Co., Ltd. and JD.com American Technologies Corporation. His tenure at these organizations has allowed him to apply his innovative ideas in real-world scenarios, contributing significantly to their technological advancements.

Collaborations

Throughout his career, Wu has collaborated with talented individuals including Yuhui Shi and Yixiong Chen. These collaborative efforts have undoubtedly fostered an environment of innovation, driving significant progress in the fields they specialize in.

Conclusion

Di Wu's work exemplifies the essence of innovation in technology, particularly in predictive analytics and time series forecasting. His patents not only showcase his ingenuity as an inventor but also reflect the potential impact of his work on businesses seeking to optimize their customer relationships and forecasting capabilities. As he continues to develop new technologies, the industry can anticipate more groundbreaking contributions from this inventive mind.