Valeriia Avvakumova

I lead AI at Welltory, where I turn ambiguity into systems and AI into business results.I build interpretable, scalable infrastructure — from intelligent RAGs and LLM pipeline orchestration to personalized UX, content engines, and AI chat experiences. My focus is not just making AI work, but making it resonate, scale, and drive growth.Under my leadership, cross-functional teams deliver AI across the entire product surface — from architectural R&D and internal tooling to external touchpoints like support automation, in-app personalization, chat experience, and marketing content. I manage the full AI stack: system design, prompt strategy, experimentation, and production-scale deployment.My teams span content, infrastructure, product, automation, and marketing — all aligned around a shared AI vision and execution system.For me, AI isn’t magic — it’s the result of clarity, empathy, and relentless iteration.And strategy isn’t static — it lives in motion, in how fast and wisely you learn.