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