II.
OrgUnit JSON
Structured · liveorg-unit:research-engineering
Research Engineering json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "org-unit:research-engineering",
"_kind": "OrgUnit",
"_file": "role/org-units/org-units.yaml",
"_cluster": "role",
"attributes": {
"displayName": "Research Engineering",
"kind": "team",
"description": "Bridges research prototypes into production-grade systems.\n"
},
"outgoingEdges": [
{
"from": "org-unit:research-engineering",
"to": "role:ml-engineer",
"kind": "has_member",
"attributes": {}
},
{
"from": "org-unit:research-engineering",
"to": "role:staff-engineer",
"kind": "has_member",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "workflow:mission-simulation-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:rag-pipeline-evaluation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:ai-knowledge-sharing",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:algorithm-benchmarking",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:clinical-data-pipeline-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:process-simulation-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:renewable-energy-project-assessment",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:tech-radar-update",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:signal-integrity-analysis",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:power-management-optimization-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:hardware-in-the-loop-testing",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:environmental-impact-assessment",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:fpga-bitstream-deployment",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:hardware-design-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:gpu-kernel-benchmarking",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:cuda-driver-compatibility-testing",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:composite-failure-analysis",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:thermal-simulation-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:resource-estimation-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:llm-eval-pipeline",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:hyperparameter-tuning-cycle",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:nanofabrication-process-audit",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:nano-characterization-pipeline",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:drug-trial-protocol-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:computational-experiment-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:particle-accelerator-data-pipeline",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:quantum-algorithm-benchmarking",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:error-correction-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:quantum-hardware-calibration",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:robotics-simulation-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:bioinformatics-pipeline-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:ros2-integration-testing",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:sensor-fusion-calibration",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:experiment-reproducibility-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:hpc-job-scheduling-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:genomic-data-pipeline-validation",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:behavioral-research-ethics-review",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:biocompatibility-testing-cycle",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
}
]
}