11/03/2026 updated
100 % available
Forward Deployed AI Engineer & AI Application Consultant
Madrid, Spain
Worldwide
Postgraduate Degree in Neuropsychology, University of Sao Paulo Medical School (FMUSP), 2017-2019About me
Most AI pilots die between the notebook and production. I build the ones that survive: multi-agent systems running real processes, RAG over your own documents, MCP integrations, guardrails and EU AI Act compliance. Two exits, neuropsychologist, Madrid. EN/ES/PT.
RAGArtificial IntelligenceBusiness Process AutomationPython (Programming Language)PostgreSQLTypeScriptMulti-Agent SystemsArtificial Intelligence Markup Language (AIML)Docker
Agentic AI & Multi-Agent Systems
Design and operation of production multi-agent AI platforms using Model Context Protocol (MCP), Claude, Claude Code, multi-provider LLMs, RAG on PostgreSQL/pgvector, guardrails, hallucination control, human-in-the-loop, and model evaluation and observability.
AI Engineering & Software Development
Development with Python, TypeScript, PostgreSQL, pgvector, Docker, APIs and integrations, multi-tenant SaaS architecture, and CI/CD on Cloud environments.
AI Governance & Compliance
Application of EU AI Act (Reg. 2024/1689), GDPR, decision traceability and auditability, model risk management, privacy-by-design, and VeriFactu e-invoicing compliance under Spanish Royal Decree 1007/2023.
Business Case & ROI for AI
AI application consulting, AI-first transformation, business case and ROI development, and C-level stakeholder management for CTO and CFO audiences.
People Analytics & Psychometrics
Application of people analytics methodology at scale across multiple countries with independent academic validation of predictive accuracy, combined with psychometrics expertise.
Prompt & Context Engineering
Prompt and context engineering for production AI systems, including agent boundary definition and answer-quality control to prevent plausible invention.
Change Management & Enablement
Change management, workshops and enablement programs, training and certification of thousands of professionals across the US, Spain, and Brazil.
Neuropsychology & Cognitive Architecture
Postgraduate specialisation in neuropsychology from the University of Sao Paulo Medical School, applied to cognitive digital twin development and human decision-making models.
Design and operation of production multi-agent AI platforms using Model Context Protocol (MCP), Claude, Claude Code, multi-provider LLMs, RAG on PostgreSQL/pgvector, guardrails, hallucination control, human-in-the-loop, and model evaluation and observability.
AI Engineering & Software Development
Development with Python, TypeScript, PostgreSQL, pgvector, Docker, APIs and integrations, multi-tenant SaaS architecture, and CI/CD on Cloud environments.
AI Governance & Compliance
Application of EU AI Act (Reg. 2024/1689), GDPR, decision traceability and auditability, model risk management, privacy-by-design, and VeriFactu e-invoicing compliance under Spanish Royal Decree 1007/2023.
Business Case & ROI for AI
AI application consulting, AI-first transformation, business case and ROI development, and C-level stakeholder management for CTO and CFO audiences.
People Analytics & Psychometrics
Application of people analytics methodology at scale across multiple countries with independent academic validation of predictive accuracy, combined with psychometrics expertise.
Prompt & Context Engineering
Prompt and context engineering for production AI systems, including agent boundary definition and answer-quality control to prevent plausible invention.
Change Management & Enablement
Change management, workshops and enablement programs, training and certification of thousands of professionals across the US, Spain, and Brazil.
Neuropsychology & Cognitive Architecture
Postgraduate specialisation in neuropsychology from the University of Sao Paulo Medical School, applied to cognitive digital twin development and human decision-making models.
Experience
Professional experience10+ years
Freelancer since2013
Languages
EnglishFluentPortugueseNative speakerSpanishFluent
Project history
Architected and operates in production a multi-agent AI platform running complete business processes (sourcing, analysis, follow-up, CRM, invoicing) with auditable rules and mandatory human review on irreversible actions. Built custom MCP servers (150+ tools exposed to agents), RAG on PostgreSQL/pgvector, orchestration, observability and answer-quality control. E-invoicing live in production under Spanish Royal Decree 1007/2023 (VeriFactu). EU AI Act and GDPR governance for European enterprise clients. Public demonstration in Sao Paulo of one of the world's first cognitive digital twins in October 2023. People analytics methodology applied at scale across four countries. Thousands of professionals trained and certified.
Second company built and sold. Full general management of product, technology and commercial operations through to divestment. Corporate assessment and education sector. Acquired.
Co-founded and led the methodological precursor to iPersonality: product, professional certification channel and commercial operation. Methodology brought to a mass audience through the bestseller Decifre e Influencie Pessoas (Editora Gente, 2018), with Paulo Vieira. Corporate assessment and education sector. Acquired.
Certificates
Master Degree in Neuropsychology
University of San Pablo2019