{
  "name": "Pedro Álvarez",
  "role": "AI Engineer & Data Science Lead",
  "location": "Barcelona, Spain",
  "contact": "mailto:p.alvarezguirado@gmail.com",
  "linkedin": "https://www.linkedin.com/in/palvarezguirado/",
  "summary": "AI engineering, data science and product thinking. Experience taking machine learning and generative AI initiatives from strategy to production.",
  "capabilities": [
    {
      "id": "agent-systems",
      "name": "Agent systems",
      "description": "RAG, tool integration and orchestration for AI applications.",
      "evidence": "Gartner: generative AI and agentic systems.",
      "keywords": [
        "agent",
        "rag",
        "mcp",
        "orchestration",
        "retrieval"
      ]
    },
    {
      "id": "machine-learning",
      "name": "Machine learning",
      "description": "Recommendation systems, predictive modeling and production ML.",
      "evidence": "Mango: recommendation systems. Santander: predictive models.",
      "keywords": [
        "machine learning",
        "recommendation",
        "predictive",
        "python",
        "pytorch",
        "data science"
      ]
    },
    {
      "id": "ai-strategy",
      "name": "AI strategy",
      "description": "Translate business problems into an AI roadmap and technical delivery.",
      "evidence": "Gartner: AI strategy with senior leaders and hands-on delivery.",
      "keywords": [
        "strategy",
        "leadership",
        "roadmap",
        "manager",
        "director",
        "business"
      ]
    },
    {
      "id": "language-models",
      "name": "Language models",
      "description": "Fine-tuning, retrieval and applied language model workflows.",
      "evidence": "Gartner: LLM fine-tuning. Santander: a personalized newsletter using GPT-2.",
      "keywords": [
        "llm",
        "language",
        "fine-tuning",
        "nlp",
        "gpt",
        "generative"
      ]
    }
  ],
  "experience": [
    {
      "company": "G2",
      "period": "February 2026 – present",
      "note": "At G2 following its acquisition of Gartner Digital Markets in February 2026.",
      "logo": "/logos/g2.svg"
    },
    {
      "company": "Gartner",
      "period": "2022 – February 2026",
      "note": "Lead DS / AI Engineer. AI strategy, generative AI and agentic systems.",
      "logo": "/logos/gartner.svg"
    },
    {
      "company": "Mango",
      "period": "2021 – 2022",
      "note": "Senior Data Scientist. Recommendation systems using customer, location and weather data.",
      "logo": "/logos/mango.svg"
    },
    {
      "company": "Santander",
      "period": "2019 – 2021",
      "note": "Data Scientist. Predictive models and a personalized newsletter using GPT-2.",
      "logo": "/logos/santander.svg"
    },
    {
      "company": "KIT",
      "period": "2017 – 2018",
      "note": "R&D Engineer. Wearable signals and biomedical computer vision.",
      "logo": "/logos/kit.svg"
    }
  ],
  "interests": [
    "Artificial intelligence",
    "Cinema",
    "Football & sports",
    "Reading",
    "The Lord of the Rings",
    "The Sopranos"
  ],
  "places": [
    "Villacarrillo",
    "Granada",
    "Valencia",
    "Karlsruhe",
    "Linares",
    "Madrid",
    "Barcelona"
  ],
  "provenance": "Career information supplied by Pedro and his existing portfolio. These are self-reported claims, not independently verified credentials.",
  "interface": {
    "version": "1.0",
    "mode": "read-only",
    "profile": "/profile.json",
    "discovery": "/llms.txt",
    "execution": "No remote agent execution or model inference is provided."
  }
}