Evgenii Konev

I am a Staff AI Engineer focused on production GenAI platforms and LLM systems. I work on problems where LLMs must be reliable, measurable, and affordable in real products. My main area is LLM systems engineering: agents, dialog orchestration, evaluation pipelines, RAG, and controlled use of LLMs inside ML platforms. I build systems where LLMs are part of the architecture, not a magic black box. In my work, LLMs are used for decision support, data analysis, feature engineering, and optimization - always with offline evaluation, benchmarks, and clear metrics. I usually work close to code and system architecture, and also define technical standards and workflows for AI teams. I care about quality, latency, cost, and how systems behave under real load.