At ToBeOut, I led end-to-end delivery of a production AI Agent restaurant booking agent using LangGraph and GPT-4o-mini, handling reservations across Telegram, Instagram, and WhatsApp. I built QA practices around Langfuse trace forensics, 40+ enforced invariants, trust and safety gates, and CI/CD releases.
Across EPAM, TELE2 BigData, MTS AI, Sravni.ru, and ROSBANK, I've led data science and software engineering teams while delivering healthcare analytics, AI copilots, ML platforms, computer vision, predictive marketing, mortgage scoring, and anti-money-laundering systems. I bring 17+ years of experience turning AI, Big Data, knowledge graphs, and product strategy into production systems and measurable business outcomes.
