Company Filing History:
Years Active: 2021-2024
Title: Inventor Profile: Xiaowei Lu
Introduction
Xiaowei Lu, an accomplished inventor based in Framingham, MA, has made significant contributions to the field of interactive machine learning. With a total of two patents to his name, his innovative works focus on optimizing product layouts and user guidance through advanced algorithms.
Latest Patents
Xiaowei's latest patent revolves around an "Interactive Machine Learning Assistant." In this innovative embodiment, a method is described that generates an item layout map for a shelving unit which stores item types associated with a specific product category. The method determines product attributes related to the product category and evaluates divider configurations within the shelving unit. These configurations divide the shelving unit into multiple candidate regions.
Based on the item layout map and the divider configuration, the method creates an ontology entry for a product attribute indicating regional entropy values for those candidate regions. This ingenious setup allows the method to generate guidance instructions related to the product attribute, which are then provided to users, enhancing usability and accessibility for consumers.
Career Highlights
Xiaowei Lu is currently employed at Staples, Inc., a well-recognized company in the office supply sector. His role as an inventor has positioned him at the intersection of technology and retail, where he continues to develop inventive solutions that streamline product management.
Collaborations
During his career, Xiaowei has collaborated with notable colleagues, including Sandeep Sikka and Nitin Verma. Together, they form a team that leverages their diverse expertise to pioneer advancements in machine learning applications within their industry.
Conclusion
With his inventive spirit and expertise, Xiaowei Lu exemplifies the forward-thinking mindset that drives innovation in the field of machine learning. His work not only contributes to technological advancement but also enhances user experience in retail environments. As he continues to build on his impressive portfolio of patents, Xiaowei is sure to leave a lasting impact on the industry.