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Melissa C
@melissa_cassan
Time Series Forecasting Engineer, Energy and Industrial Sensor Data
Francia
Inglese, Francese
Chi sono
I build and audit forecasting systems for energy and industrial sensor data.
My reference project: a 24-hour wind power forecasting system in production, validated on two independent sites with a regime-calibrated dual-model architecture and strictly chronological splits.
Most models fail the same way. Strong backtest metrics, then degradation on the extreme regimes that cost money. Random cross-validation hides this. I quantify the gap and fix it.
Forecast audits, custom models, validation reviews.
Python, XGBoost, PyTorch, Prophet, SARIMA, Optuna.
Competenze
Melissa C
offline •
Tempo di risposta medio: 1 ora
Consulta i miei servizi
Machine learning
I will build a time series forecasting model for energy and sensor data
