Company Filing History:
Years Active: 2024-2025
Title: Ilya A. Balabin: Innovator in Artificial Neural Networks
Introduction
Ilya A. Balabin is a prominent inventor based in Morrisville, NC, specializing in artificial neural networks (ANN). With a total of two patents to his name, he has made significant contributions to the field of machine learning and artificial intelligence.
Latest Patents
Balabin's latest patents focus on discovering novel ANN architectures. One patent details methods, systems, and apparatuses for calculating ANN architecture fingerprints and creating next-generation candidate architectures. This innovative approach includes retraining these architectures on training datasets and calculating performance and fitness scores. His second patent involves obtaining custom ANN architectures by selecting existing architectures and calculating their pairwise similarities. This method allows for the interpolation of existing architectures to create tailored solutions for specific datasets.
Career Highlights
Ilya A. Balabin is currently employed at Blaize, Inc., where he continues to push the boundaries of artificial intelligence. His work is instrumental in developing advanced neural network architectures that enhance machine learning capabilities.
Collaborations
Balabin collaborates with notable colleagues, including Adam P. Geringer and Dmitry Zakharchenko, contributing to a dynamic and innovative work environment.
Conclusion
Ilya A. Balabin's contributions to artificial neural networks exemplify the spirit of innovation in technology. His patents and ongoing work at Blaize, Inc. highlight his commitment to advancing the field of artificial intelligence.