Nikolay Rubanov

Nikolay Rubanov has extensive work experience as a Principal AI Compiler Architect and Principal ML Compiler Software Engineer. Nikolay has worked for d-Matrix, Mythic, SiMa Technologies, Inc, Wave Computing, a Stealth Mode EDA Startup Company, Intel Corporation, Cadence Design Systems, Oasys Design Systems, and Magma Design Automation. Their roles have included architecting and implementing software for AI and ML compilers, developing compilation techniques for performance optimization, and designing deep learning-based methodologies for IC design. Their expertise includes advanced clustering algorithms, reinforcement learning, graph pattern matching, ML compilation techniques, combinatorial and analytical IC design placement, machine learning models for IC delays, waveform compression, and statistical analysis and synthesis of ICs.

Nikolay Rubanov obtained a Master of Science (with Honors) in Electrical and Electronics Engineering from Belarusian State University, where they studied from 1983 to 1990. After that, they pursued a Doctor of Philosophy (PhD) in Computer Science from Belarusian State University, which they completed from 1991 to 1994.