Company Filing History:
Years Active: 2021
Title: Xuerui Han: Innovator in Machine Learning for Business Similarities
Introduction
Xuerui Han is a notable inventor based in Victoria, Canada. He has made significant contributions to the field of machine learning, particularly in identifying business similarities between entities. His innovative approach leverages advanced algorithms to enhance business intelligence.
Latest Patents
Xuerui Han holds a patent titled "Finding business similarities between entities using machine learning." This method identifies a plurality of product categories by applying a categorization model to product data that includes product names and product descriptions. The product data is obtained from both internal and external sources. The method creates a knowledge graph for various business entities from inputs that include the plurality of product categories, published data that includes merchant categorizations, and geographical data. It generates cohort clusters of similar business entities by applying a clustering algorithm to the knowledge graph. Furthermore, the method uses these cohort clusters to learn a first extrapolation model for predicting inventory. Access to this model is provided via a merchant application that runs on an online merchant platform. Xuerui Han has 1 patent to his name.
Career Highlights
Xuerui Han is currently employed at Intuit, Inc., where he continues to develop innovative solutions that enhance business operations. His work focuses on integrating machine learning techniques to improve inventory predictions and business analytics.
Collaborations
Xuerui has collaborated with notable colleagues such as Steve George Goyette and Yogish Pai, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Xuerui Han's contributions to machine learning and business intelligence exemplify the impact of innovative thinking in technology. His patent reflects a significant advancement in understanding business similarities, which can lead to improved decision-making for companies.