Company Filing History:
Years Active: 2025
Title: Innovations by Marc-Andrè Gardner
Introduction
Marc-Andrè Gardner is an accomplished inventor based in California. He has made significant contributions to the field of machine learning and schematic diagram analysis. His innovative work focuses on extracting associations between text labels, symbols, and links in schematic diagrams.
Latest Patents
Marc-Andrè Gardner holds a patent for "Techniques for extracting associations between text labels and symbols and links in schematic diagrams." This patent describes techniques that utilize two different machine learning models: a symbol association model and a link association model. The symbol association model employs a deep learning neural network architecture to assess the relationship between text labels and symbols. In contrast, the link association model uses a gradient boosting tree architecture to evaluate the relationship between text labels and links. This dual approach enhances the accuracy of associations in schematic diagrams.
Career Highlights
Marc-Andrè Gardner is currently employed at Bentley Systems, Inc., where he continues to develop innovative solutions in the field of engineering software. His work has been instrumental in advancing the capabilities of schematic diagram analysis through machine learning techniques.
Collaborations
Marc-Andrè collaborates with talented individuals such as Simon Savary and Louis-Philippe Asselin. Their combined expertise contributes to the success of their projects and the advancement of technology in their field.
Conclusion
Marc-Andrè Gardner's contributions to machine learning and schematic diagram analysis exemplify the impact of innovation in engineering. His patent and ongoing work at Bentley Systems, Inc. highlight his commitment to advancing technology.