Sergey Borovkov
n8n Automation & AI Systems Engineer | Reliable Agentic Workflows · RAUNEM
About
I design and build reliable n8n-centred automation systems that combine APIs, Python and TypeScript services, LLMs, databases, and human approval workflows. My focus is production reliability rather than single-path demos: validation, deduplication and idempotency, retries, provenance tracking, monitoring, explicit failure paths, and maintainable handover documentation. Recent work includes a multi-stage AI content and commercial-intelligence system, a commissioned B2B platform with lead capture and n8n-driven notifications, and an opportunity-intelligence system that applies deterministic qualification rules and LLM analysis to produce reviewable ranked outputs. I work best on paid pilots, fixed-scope implementations, workflow audits, and ongoing improvement of existing automation systems. International communication is handled professionally in written English through asynchronous requirements, technical discussion, documentation, and project reviews.