{
  "id": "workflow:model-training-pipeline",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-expanded-2.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Model Training Pipeline",
    "workflowKind": "development",
    "triggerType": "event-driven",
    "typicalCadence": "per-experiment",
    "complexity": "cross-team",
    "description": "End-to-end ML model training workflow — data preparation, feature\nengineering, hyperparameter search, distributed training, evaluation\nagainst baselines, and model registry promotion. Includes\nreproducibility checks and experiment tracking. Distinct from\nmodel-training-cycle in focusing on pipeline infrastructure rather\nthan individual training runs.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:model-training-pipeline",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "role:applied-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "skill-area:feature-engineering-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "skill-area:ci-cd-ml-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "domain:ml-ai",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "domain:ml-ops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "responsibility:model-training-quality",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:model-training-pipeline",
      "to": "responsibility:model-quality-assurance",
      "kind": "triggers_responsibility",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}