Overview
The Greenbox work centered on prediction quality under operational constraints: limited reaction windows, shifting demand patterns, and the need for model version control in production.
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completed
Energy & EV Forecasting
Forecasting systems for charging-station occupancy, imbalance pricing, and solar production in the German energy market.
TensorFlowPyTorchMLflowTime SeriesDocker
Specifications
- —Production-deployed time-series models
- —MLflow experiment tracking and versioned model promotion
- —Containerized deployment workflows for energy-market forecasting
Project: greenbox-energy-forecasting