const carl = {
  role: "AI Engineer / Systems Architect",
  
  current: {
    focus: [
      "AI Operating Systems",
      "Multi-tenant SaaS Platforms",
      "LLM-powered Intelligence Systems"
    ],
    work: [
      "Designing AI-driven platforms that unify workflows, automation, and decision-making",
      "Building end-to-end systems: frontend, backend, AI, and integrations",
      "Translating business operations into scalable, intelligent software"
    ]
  },

  expertise: {
    ai_systems: [
      "LLM applications (generation, agents, tool use)",
      "Call intelligence & sentiment analysis",
      "Action extraction & workflow automation",
      "Retrieval-augmented systems (RAG)"
    ],
    
    architecture: [
      "Multi-tenant system design",
      "Real-time systems (WebSockets, event-driven)",
      "API & integration architecture",
      "Scalable backend infrastructure"
    ],

    product: [
      "0 → 1 MVP development",
      "AI-first product design",
      "Founder collaboration & technical strategy"
    ]
  },

  stack: {
    languages: ["TypeScript", "Python"],
    
    backend: ["Node.js", "Express", "FastAPI"],
    frontend: ["React", "Next.js"],
    
    data: ["PostgreSQL", "MySQL", "Redis", "Vector DBs"],
    
    infra: ["Vercel", "WebSockets", "Serverless", "Automation Pipelines"],
    
    integrations: ["OpenAI", "Monday.com", "Slack APIs", "Trainerize"]
  },

  experience: [
    "Senior Software Engineer @ Keep it Simple OS",
    "AI Engineer @ Hello There Collective",
    "Founder @ BuildFast Labs"
  ],

  interests: [
    "AI-native products",
    "Automation-driven businesses",
    "Developer tooling",
    "Systems that think, not just execute"
  ]
};