Company Filing History:
Years Active: 2023-2025
Title: An Insight into Inventor Mihai Capota's Innovations
Introduction
Mihai Capota, an inventive mind based in Portland, Oregon, has made significant strides in the world of technology through his innovative patents. With a total of two patents to his name, Mihai's work primarily focuses on enhancing software and optimizing the execution of computer programs using advanced machine-learning models.
Latest Patents
Mihai Capota's latest patents reflect cutting-edge technological advancements. The first patent, titled "Execution placement of a computer program using a trained machine-learning model," involves an apparatus and methodology for determining the optimal placement of program execution on various hardware devices. This technology encompasses the generation of a graph representation of a computer program and utilizing machine-learning models to ensure efficiency in execution across a heterogeneous array of hardware devices.
His second patent, "System to analyze and enhance software based on graph attention networks," introduces an innovative system that creates a dependence graph derived from intermediate representation (IR) code instructions related to compiled program code. This system leverages neural networks to analyze or enhance the program code based on the generated dependence graph and associated graph embedding vectors.
Career Highlights
Mihai currently works at Intel Corporation, a leading innovator in the tech industry. His work there involves utilizing his expertise in machine learning and neural networks to push the boundaries of software efficiency and analysis. His two patents are testament to his skill and dedication to advancing technology in significant and practical ways.
Collaborations
Throughout his career, Mihai has collaborated with talented colleagues such as Nesreen K Ahmed and Guixiang Ma. These collaborations highlight the importance of teamwork in driving innovation and developing groundbreaking technologies that have the potential to shape the future of software engineering.
Conclusion
Mihai Capota stands out as a notable inventor in the realm of technology and machine learning. His innovative patents not only reflect his ingenuity but also contribute significantly to the efficiency and effectiveness of computer program execution. As he continues to work at Intel Corporation, the tech industry eagerly anticipates the future innovations that Mihai Capota will undoubtedly produce.