Company Filing History:
Years Active: 2022-2023
Title: William G. Dusch - Innovator in Graph Transformation and Computer Vision
Introduction
William G. Dusch is a notable inventor based in Morrisville, North Carolina, recognized for his innovative contributions in the fields of graph transformation and computer vision. With a total of three patents to his name, Dusch continues to push the boundaries of technology and artificial intelligence.
Latest Patents
Among his latest patents, Dusch has developed a method for metadata decomposition for graph transformation. This embodiment involves identifying metadata linked to the first node of a graph, which meets an ontological condition. The process transforms the graph to create a new structure by removing the metadata from the first node and adding a second node to represent the removed metadata. This second node is connected to the first node via a first edge, enhancing the graph's functionality.
In addition, he has pioneered technology aimed at preventing computer vision syndrome (CVS) using explainable artificial intelligence (XAI). This invention focuses on training machine learning algorithms to identify signs of potentially developing CVS and recommends remedial actions that users can take. Notably, the XAI employs a Contrastive Explainability model and assigns weight factors to CVS input parameters, such as blink rate, to determine their correlation with the development of CVS.
Career Highlights
Dusch is currently affiliated with Kyndryl, Inc., where he continues to apply his expertise in artificial intelligence and technology. His work not only reflects his innovative spirit but also contributes significantly to addressing contemporary challenges related to digital eye strain and data representation.
Collaborations
Throughout his career, Dusch has collaborated with esteemed colleagues, including Craig M. Trim and Mary E. Rudden. Their collective efforts enhance the innovative projects they undertake, fostering an environment of creativity and technological advancement.
Conclusion
William G. Dusch stands out as an inventive thinker, making meaningful strides in technology through his patents and collaborative efforts. As the demand for advanced artificial intelligence solutions continues to grow, Dusch’s work will likely remain influential in shaping the future of computing and user experience.