{
  "schemaVersion": "1.0.0",
  "generatedAt": "2026-06-08T00:00:00.000Z",
  "contentVersion": "git:fd6bd6192f024e161dad661ec60dc207da35b5cf-dirty",
  "skills": [
    {
      "skill": "Python backend prototypes",
      "evidence": [
        "project:datasentinel",
        "project:tum-search",
        "project:nitro-judge"
      ],
      "strength": "demonstrated in public prototypes and validation-oriented repositories",
      "missing": [
        "load testing",
        "production observability",
        "long-running service operations"
      ]
    },
    {
      "skill": "TypeScript and React interfaces",
      "evidence": [
        "project:semantic-video",
        "project:aisd-redesign"
      ],
      "strength": "demonstrated in interface and tool surfaces where public artifacts carry workflow state",
      "missing": [
        "production design system ownership",
        "large team component governance"
      ]
    },
    {
      "skill": "AI workflow trust design",
      "evidence": [
        "project:datasentinel",
        "project:vault-bridge",
        "project:semantic-video"
      ],
      "strength": "strong thematic signal across evidence trails, safe write boundaries, and portable meaning layers",
      "missing": [
        "real operator adoption",
        "formal trust and safety review"
      ]
    },
    {
      "skill": "Search and retrieval systems",
      "evidence": [
        "project:tum-search"
      ],
      "strength": "demonstrated in a campus knowledge-search prototype with crawling, summaries, embeddings, and graph ideas",
      "missing": [
        "validated ranking benchmark",
        "production freshness and abuse controls"
      ]
    },
    {
      "skill": "Evaluation discipline",
      "evidence": [
        "project:nitro-judge"
      ],
      "strength": "demonstrated through baseline, local evaluation, target audit, and promotion-rule discipline",
      "missing": [
        "frontier agent eval environments",
        "human preference or field-quality evals"
      ]
    }
  ]
}