{
  "id": "specialization:recommendation-infrastructure",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "library:pytorch",
      "kind": "uses_library"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "library:scikit-learn",
      "kind": "uses_library"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "tool:mlflow",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "domain:recommendation-systems",
      "kind": "specializes"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "skill-area:feature-engineering",
      "kind": "contains"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "skill-area:model-serving",
      "kind": "contains"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "skill-area:ab-testing-experimentation",
      "kind": "contains"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "skill-area:real-time-analytics",
      "kind": "contains"
    },
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "skill-area:stream-processing-design",
      "kind": "contains"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:dating-apps",
      "to": "specialization:recommendation-infrastructure",
      "kind": "contains"
    }
  ]
}