Pipeline Orchestration

Aurora coordinates annotation intake, data refresh, model training, inference, and publishing through GitHub Actions.

Citizen Science Data Loop

Community annotations flow from GitHub Issues to HuggingFace datasets, then back into daily model improvement cycles.

Production Integrations

Kaggle provides training and inference compute; HuggingFace stores datasets and model artifacts; GitHub remains the control plane.