Company Filing History:
2 out of 1,553 
Years Active: 2021-2025
Title: Innovations of Rory McGrath
Introduction
Rory McGrath is an accomplished inventor based in Kildare Town, Ireland. He has made significant contributions to the field of technology, particularly in the areas of knowledge graph embeddings and artificial intelligence. With a total of three patents to his name, McGrath continues to push the boundaries of innovation.
Latest Patents
One of McGrath's latest patents focuses on transferring information through knowledge graph embeddings. This invention involves a device that receives a knowledge graph and SMILE data identifying compounds. The device trains embeddings based on the knowledge graph and generates graph embeddings for the SMILE data. It encodes the SMILE data into a latent space and combines the graph embeddings with the latent space to create a combined latent-embedding space. The device can then decode this space to generate decoded SMILE data, which is utilized to train an encoder for further processing.
Another notable patent by McGrath is the generation of counterfactual explanations using artificial intelligence and machine learning techniques. This system determines a prediction output based on user information and generates a plurality of counterfactual explanations. It clusters these explanations and selects one for feedback, updating its data structure based on the received feedback. This innovative approach enhances the understanding of user information and improves the system's predictive capabilities.
Career Highlights
Rory McGrath is currently employed at Accenture Global Solutions Limited, where he applies his expertise in technology and innovation. His work has garnered attention for its potential to revolutionize how information is processed and understood in various applications.
Collaborations
McGrath collaborates with talented individuals such as Luca Costabello and Nicholas McCarthy, contributing to a dynamic work environment that fosters creativity and innovation.
Conclusion
Rory McGrath's contributions to technology through his patents and work at Accenture Global Solutions Limited highlight his role as a leading inventor. His innovative approaches to knowledge graph embeddings and artificial intelligence continue to shape the future of technology.