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Néstor Martínez
Néstor Martínez

AI Implementation Consultant

Available now

I build the AI systems everyone else just pitches.

I design and operate multi-agent AI systems in production for real businesses.

Remote · CET · EN/ES · project or hourly

numen — pipeline.sh
$ query: "what does emotional detachment mean?"
→ classify: complex / practice
→ retrieval: hybrid (exact SQL + pgvector)
→ rerank: two-stage · evidence pack: 6 passages
→ gap_check: coverage OK
→ answer
50%→90% RAG ACCURACY248 ADVISORS~300 CONV/MO9 AGENTS
// numen — production architecturelive pipeline

// clients

Who I've built for

  • Gaea Legal

    AI front office for an immigration law practice. About 300 conversations a month.

    “We used to answer every enquiry by hand and plenty went unanswered. Now first contact is always covered, out of hours too, and we can focus on the cases.”
    ElianaGaea Legal
  • ACA Global

    From brief to production in about 10 days. They came back for more work.

    “We gave him the idea and about ten days later it was up and running, with a design we loved. That's why we kept working with him.”
    Vicente CortésACA Global
  • Team Jerez

    CRM and AI copilot used by 248 financial advisors on one platform. Built through ePressence.

    “We needed more than two hundred advisors working from the same information, without wasting time looking for things. Néstor got it straight away, built it fast and made sure it looked good. Today the team uses it every day.”
    Daniel NogalesZone Coordinator, Team Jerez

// how to work with me

How to work with me

Three steps, in this order. You can stop after any of them.

  1. Step 1

    Free call

    30 min · free

    We only check whether we fit. No pitch.

  2. Step 2

    Time Leak Audit

    5 working days · €1,800 fixed

    I tell you where your team's time goes every week and which system fixes it, with what it costs and what it saves you. If you hire me for the project within 60 days, the full €1,800 comes off the price.

  3. Step 3

    Project or hours

    closed price or hourly

    I build the system and run it, as a closed project or by the hour.

If I don't find at least 10 hours a month you can recover, I refund the audit.

// public repositories

Open Source

I'm an AI Implementation Consultant — I embed with a business, find where AI actually pays for itself, and build the system end to end, then operate it. My deployments run daily for teams of 5 to 250 people: RAG assistants on WhatsApp, AI-operated front offices, content pipelines.

More about me
Néstor Martínez

Let's build something that actually ships.