Company Filing History:
Years Active: 2025
Title: Innovations of Matthew Wan in Machine Learning and Database Search
Introduction
Matthew Wan is an innovative inventor based in Toronto, Canada. He has made significant contributions to the field of machine learning and database search technologies. His work focuses on enhancing the efficiency and effectiveness of knowledge mining through advanced systems and methods.
Latest Patents
Matthew Wan holds a patent for a groundbreaking invention titled "Machine learning based database search and knowledge mining." This patent discloses embodiments of systems, methods, and products that comprise a server designed for database search and knowledge mining. The server is capable of learning different table semantics, relationships, and usage by parsing historical query logs and analyzing tables' metadata. The analytic server generates a graph database based on the relationships obtained from the parsing, where tables are represented as nodes and edges illustrate the relationships among them. When a query is received, the server extracts the semantics of the query and returns a set of tables that are semantically similar to the query, ensuring that the results meet a specified threshold of similarity.
Career Highlights
Matthew Wan is currently employed at the Bank of Montreal, where he applies his expertise in machine learning and database technologies. His role involves leveraging his innovative patent to improve the bank's data management and retrieval processes. His contributions have been instrumental in enhancing the bank's operational efficiency.
Collaborations
Matthew collaborates with talented individuals such as Bo Wan and Jon Wang, who contribute to various projects within the organization. Their teamwork fosters an environment of innovation and creativity, leading to the development of advanced solutions in their field.
Conclusion
Matthew Wan's work in machine learning and database search exemplifies the impact of innovation in technology. His patent and career at the Bank of Montreal highlight his commitment to advancing knowledge mining systems. His contributions are paving the way for more efficient data management solutions in the financial sector.