Summary
Ihor Kovalyshyn is an AI Solutions Architect and machine learning engineer with 11 years of experience building production-grade ML systems, MLOps pipelines, and predictive maintenance solutions. He has led end-to-end projects from AI strategy and ROI assessment to platform design and deployment, advising enterprise clients like FirstStudent and System1 while shaping GenAI adoption through tech radars and discovery phases. Ihor specializes in productionizing models—designing fault-prediction ensembles, interpretable diagnostics for satellite antennas, and automating RAG-based multi-agent workflows for scalable knowledge retrieval. Comfortable across the scientific Python stack, Spark, Hive and AWS/SageMaker, he combines hands-on model engineering with presales and product-facing technical leadership. Based in Lviv, Ukraine, he brings a pragmatic focus on measurable business impact and a knack for turning complex operational problems into deployable, explainable AI services.
11 years of coding experience
10 years of employment as a software developer
Bachelor's degree Mathematics, Bachelor's degree Mathematics at Ivan Franko National University of Lviv
Ukrainian, English