About

Andrey Krasovskiy

AI Automation Engineer · Tech Lead

Kyiv, Ukraine

Andrey Krasovskiy is an AI Automation Engineer & Tech Lead based in Kyiv, Ukraine. He builds production AI systems end-to-end — n8n orchestration, FastAPI microservices, RAG (Retrieval-Augmented Generation) pipelines, MCP (Model Context Protocol) servers and self-hosted LLM inference — and leads engineering teams across automation, content ops and infrastructure.

LinkedIn GitHub Telegram Facebook Hosting Catalog Hugging Face Email

About me

Andrey Krasovskiy is an AI Automation Engineer and technical lead with 15+ years scaling content and data operations. He builds production AI systems end-to-end — n8n orchestration, FastAPI microservices, RAG (Retrieval-Augmented Generation) pipelines on Pinecone, MCP (Model Context Protocol) servers and self-hosted LLM inference — and has led engineering teams across automation, content ops and infrastructure.

Andrey is comfortable owning systems end-to-end: architecture, code, infrastructure and operations. Before moving deep into AI engineering, he spent more than a decade in technical SEO and organic growth, which is where his obsession with measurable results and reliable infrastructure comes from.

What I do

• Architect and operate production AI automation pipelines (n8n, FastAPI, MCP)
• Design RAG systems with vector search & embeddings (Pinecone, multilingual-e5-large)
• Deploy MCP servers bridging Claude / AI agents to operational data sources
• Self-hosted LLM inference for sensitive workflows (Ollama, Qwen3-Coder)
• Multi-tenant publishing infrastructure across hundreds of WordPress sites
• Build internal SaaS products (FastAPI + MongoDB + React)
• Hire, onboard and mentor engineers with structured programs
• 15 years of technical SEO, organic growth and ROI planning

Experience

• 2024 — Present
  Head of Automation Engineering / SEO Lead
  Under NDA
• 2023 — 2024
  Head of SEO / Automation Lead
  Under NDA
• 2023
  Senior SEO Specialist
  RevenueGrid
• 2021 — 2023
  Head of SEO
  Calmerry (Govitall)
• 2021 — 2023
  Senior SEO Specialist
  BCC / Voyagu
• 2019 — 2021
  Senior SEO Specialist
  Ukraine Hosting
• 2018 — 2019
  SEO Team Lead
  Frontmen
• 2016 — 2018
  SEO Team Lead
  Nakitel
• 2011 — 2015
  SEO Specialist
  Klaster-plus.ua

Selected results

• Built and operate an AI content automation pipeline at production scale (n8n + OpenAI/Claude + Freepik/Cloudinary).
• Deployed an MCP server in production within 6 months of MCP’s public release — bridging Claude to operational data.
• Production RAG system on Pinecone with multilingual-e5-large embeddings and SimHash deduplication.
• Calmerry: grew organic traffic to 50K monthly visitors and reached top-15 for “online therapy”.
• Voyagu: reached top-3 in the business-class flight niche within 8 months.
• Ukraine Hosting: doubled organic traffic from 60K to 120K monthly visitors (+50% YoY).

Education & certifications

• University “Ukraine” — Department of Engineering Technologies
• Google Analytics Certification — Google, 2018
• Python for Data Science — Sololearn, 2021

Stack & skills

Languages

Ukrainian & Russian (native) · English (B1) · Spanish (A1)