09/09/2026 updated

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AI Automation Engineer | n8n, Make, LLM/RAG (Claude, GPT), Python, Supabase

La coruña, Spain
Only remote
Bootcamp Data Analytics y Big Data (Campus Dual TIC, 2025)
La coruña, Spain
Only remote
Bootcamp Data Analytics y Big Data (Campus Dual TIC, 2025)

Profile attachments

CV-Victor-Mago-Heredia.pdf

About me

AI Automation Engineer (Spain, remote). Production LLM systems and workflow automation for SMBs: n8n, Make, Claude/GPT APIs, RAG, Python, Supabase, React. Anthropic-certified. Real results: +20-30% qualified leads (real estate AI advisor), billing cycle cut to ~10% (legal firm). EN C1 / ES native.

Python (Programming Language)PostgreSQLChatbotsPrompt Engineering
AI Automation Engineer specialized in production-grade LLM systems and workflow automation for SMBs.

CORE STACK
- Automation: n8n, Make (complex multi-step workflows, error handling, monitoring)
- AI/LLM: Claude API, GPT (OpenAI), Gemini - AI Agents, RAG (Retrieval Augmented Generation), Prompt Engineering, anti-hallucination guardrails, MCP
- Backend/Data: Python, Supabase, PostgreSQL, REST API Integration, Webhooks
- Frontend: React (Vite), full product delivery
- Document Processing, OCR, Chatbot Development, Conversational AI

CERTIFICATIONS
Anthropic-certified (2 certifications). Preparing the Architect certification in the Claude Partner Network.

SELECTED PROJECTS (in production)
1) Conversational AI advisor for a real estate agency - 24/7 agent with RAG over verified catalog data and anti-hallucination guardrails; qualifies leads and routes them to sales. Outcome: +20-30% qualified leads without additional staff.
2) Billing automation for a legal-sector firm (court agents) - document processing across PDFs, emails and case files with LLM-based extraction and automatic invoice generation. Outcome: billing cycle reduced to ~10% of the manual time; discovery surfaced years of unbilled work.
3) Invoicing web application for freelancers - built from scratch: client management, invoice series, sequential numbering, PDF generation (React + Supabase).

WORKING MODE
Remote (CET). English C1, Spanish native. Clear communication, measurable outcomes, documentation and handover included.

KEYWORDS: n8n, Make, LLM, RAG, Claude, Python, Supabase, chatbot, AI Agent, OpenAI, GPT, Gemini, Anthropic, Workflow Automation, Process Automation, Prompt Engineering, API Integration, PostgreSQL, React, MCP.

Experience

Professional experience0 - 5 years
Freelancer since2025

Languages

EnglishFluentSpanishNative speaker

Project history

Consultor de IA y automatizacion de procesos

Profesional independiente
Proyectos de IA aplicada para despachos profesionales, sector inmobiliario y entidades deportivas. Analisis de procesos, diseno de solucion, desarrollo y puesta en produccion. Proyectos destacados: automatizacion de facturacion para despacho de procuradores, asesor virtual inmobiliario 24/7 y aplicacion de gestion de competiciones para club deportivo.

Cofundador

Norte IA
Responsable de producto, ventas y operaciones. Diseno e implantacion de sistemas de IA y automatizacion para pymes y despachos profesionales. Desarrollo de sistemas de prospeccion automatizada, generacion de demos web a medida y agentes de atencion 24/7 basados en informacion real del negocio.

Entrenador de tenis

Clubes deportivos de A Coruna
Mas de 15 anos de formacion tecnica y tactica de jugadores de todos los niveles y edades. Planificacion de temporadas, gestion de grupos y preparacion de competicion. Docencia y acompanamiento del cambio de habitos.

Coordinador de logistica y transportista

Gecoinsa
Coordinacion de un equipo de 6 personas y de la operativa diaria de reparto con 300-400 entregas al dia. Responsable directo de 2 rutas y unas 80 entregas diarias propias. Planificacion de rutas, seguimiento de entregas, gestion documental de expediciones y resolucion de incidencias con clientes y proveedores.

Agente de transporte de mercancias

Urcionlimes SL (Cofares)
Reparto en distribucion farmaceutica, con rutas de plazo critico y alta frecuencia de entrega.

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