Available for US remote — EST · currently EU timezone

Valentin Ostapenko

AI Automation Engineer & Fullstack Developer.
Building AI agents, MCP servers, and LangGraph workflows that actually ship to production.

About

Building for the web since 2006. Working with AI agents and automation since 2024 — shipping RAG systems, MCP integrations, and LangGraph pipelines for real products.

I focus on the boring middle layer: reliable tool use, clean context management, and automations that don't fall apart in production.

Stack

Python TypeScript LangGraph LangChain MCP n8n OpenAI / Anthropic APIs RAG pgvector Pydantic FastAPI Next.js PostgreSQL Redis Docker

Get in touch

// coming soon

A proper site is on the way.

  • 01
    Case studies Deep dives on shipped work — RAG HR Assistant, Jira MCP server, and more.
  • 02
    Blog Notes on agent engineering, MCP patterns, and production LLM work.
  • 03
    Service pages Specific offerings for teams that want to ship AI features properly.