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ANDRES QUINTERO

AI Engineer · Automation and self-hosted infrastructure

  • andrestech77@gmail.com
  • linkedin.com/in/jaime-andres-quintero-532572240
  • github.com/jaimeaq7
  • andresquintero.dev
  • Valencia, Spain
Portrait of Andrés

Profile

I build conversational agents, automate processes and run the infrastructure they live on, end to end. When the data is sensitive I work with local models and a segmented network, so it never leaves the client's perimeter.

Experience

AI and infrastructure developer

Apr 2025 – Jul 2026

Legaltech company

  • Sole technical profile in the company: development, applied AI, infrastructure and security.
  • RAG over Spanish case law and legislation (CENDOJ, BOE) with Vertex AI Search and an own FastAPI backend: hashed keys, signed URLs, sessions and audit trail.
  • Communications hub unifying WhatsApp, email and telephony: calls transcribe themselves and arrive with a summary, key dates and actions.
  • On-premise server on Proxmox and OPNsense: segmented network and self-hosted stack, removing the recurring SaaS cost.

Founder and operator

2017 – present

Own subscription business

  • More than 400 customers acquired by me: social media acquisition, sales and support over WhatsApp.
  • Recurring billing in InvoiceNinja, with automated collection and reconciliation.
  • I run it single-handed because it is automated end to end.

Founder and operator

Jan 2016 – Aug 2017

Subscription proxy service, own business

  • More than 150 paying customers, billed by connected device count.
  • AWS infrastructure deployed and operated entirely by me, single-handed.
  • Continuity under denial-of-service attacks: address rotation, migration and recovery without cutting customers off.

Founder and owner

2019 – 2021

Own restaurant

  • Own venue with up to seven employees, built through the pandemic on demand captured beforehand on social media with automations of my own.
  • Self-hosted Odoo on Docker for sales, inventory, purchasing and invoicing; cameras installed and operated by me.

Own projects

Private AI infrastructure

In production

Own server with a dedicated GPU: language, voice and document-search models running locally, behind a segmented network.

  • Proxmox
  • GPU passthrough
  • Local models
  • OPNsense
  • WireGuard
  • HAProxy

Recurring billing and payment validation

In production

Recurring billing and OCR receipt validation: account, approval number and date, with no human in the loop.

  • n8n
  • OCR
  • LLM
  • MySQL
  • InvoiceNinja

Infrastructure operations agents

In production

Agents running local models that audit, create machines and deploy services. Nothing is applied without human approval, and every action lands in Git.

  • Proxmox
  • OPNsense
  • Local models
  • Git

Self-hosted voice agent

In development

Transcription, model and speech synthesis running locally on an own PBX with a SIP line.

  • SIP
  • Self-hosted PBX
  • STT
  • Local LLM
  • TTS