● Architected and deployed an AI study coach for an EdTech platform. ● Implemented student guidance through the course curriculum: Q&A, assignment review, progress tracking. ● Configured escalation of complex cases to human mentors. ● Led the development team.

● Designed and delivered 30+ production AI solutions for support, analytics, and sales in under a year. ● Built RAG systems, AI agents, voice agents, speech analytics pipelines, and multi-agent orchestration workflows. ● Owned the full stack: architecture, prompt engineering, and self-hosted infrastructure (Ubuntu, Docker, n8n, Ollama, Supabase/pgvector). ● Deployed an AI support agent for an enterprise GPS/GLONASS fleet-monitoring platform: multimodal input, corporate knowledge base RAG, self-hosted inference, operator escalation. ● Built an AI sales-analytics system for a federal-level manufacturer: 100% dialogue coverage, staged scoring, review time cut from 15–20 minutes to under one minute. ● Developed a multi-agent operating system: 8 coordinated AI agents, cross-department task routing, 24/7 lead qualification, CRM integration, idempotency against duplicates.

● Founded and scaled businesses in HoReCa and retail from the ground up over 15+ years. ● Operated a 150–220-seat restaurant, a bakery chain, wholesale distribution, and an online marketplace. ● Managed P&L, unit economics, and teams of up to several dozen employees.