Valeriia Avvakumova

AI strategist and systems builder specializing in AI personalization, RAG/LLM pipelines, agentic automation, localization, GEO, Harness Engineering, Edge AI, and zero-cost AI systems. Leads AI across product, infrastructure, content, support, and marketing.