iiRecord
Agentic AI Atlas · Research Data Platform (Python, Jupyter, PostgreSQL, Boto3, FastAPI, React)
stack-profile:research-data-platforma5c.ai
II.
StackProfile JSON

stack-profile:research-data-platform

Structured · live

Research Data Platform (Python, Jupyter, PostgreSQL, Boto3, FastAPI, React) json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/stack-profiles/deep-stacks-6.yamlCluster · domain
Record JSON
{
  "id": "stack-profile:research-data-platform",
  "_kind": "StackProfile",
  "_file": "domain/stack-profiles/deep-stacks-6.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Research Data Platform (Python, Jupyter, PostgreSQL, Boto3, FastAPI, React)",
    "description": "A research data management platform that enables scientists to upload,\ncatalog, analyze, and share datasets with reproducible computational\nnotebooks. Jupyter provides the interactive analysis environment with\ncustom kernels for Python, R, and Julia workloads. FastAPI serves the\ndata catalog API with dataset versioning, DOI registration, and access\ncontrol. PostgreSQL stores dataset metadata, user permissions, and\nexperiment provenance graphs. Boto3 manages large dataset storage in\ncloud object storage with lifecycle archival policies. React powers\nthe data catalog browser with search, preview, and collaboration\nfeatures. The tradeoff is managing compute costs for large-scale\nnotebook executions and enforcing reproducibility across diverse\ndependency environments.\n",
    "composes": [
      "language:python",
      "tool:jupyter",
      "tool:psql",
      "library:boto3",
      "framework:fastapi",
      "framework:react",
      "library:pandas",
      "library:numpy"
    ]
  },
  "outgoingEdges": [
    {
      "from": "stack-profile:research-data-platform",
      "to": "language:python",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "tool:jupyter",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "tool:psql",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "library:boto3",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "framework:fastapi",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "framework:react",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "library:pandas",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "library:numpy",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "role:research-scientist",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "role:data-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "role:computational-scientist",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "workflow:experiment-reproducibility-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "workflow:data-governance-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "domain:data-science",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "domain:education",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "skill-area:data-science-experimentation",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "skill-area:data-governance",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "skill-area:api-design",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:research-data-platform",
      "to": "skill-area:data-visualization",
      "kind": "requires_skill_area"
    }
  ],
  "incomingEdges": []
}