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MLOps

Operationalizing machine learning models through automated deployment, monitoring, versioning, and lifecycle management in production environments

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Site-Level Solar & Load Forecasting Platform
Industry2023–2024PowerFlex

Site-Level Solar & Load Forecasting Platform

End-to-end production platform using machine learning for site-specific solar-generation and facility-load forecasts, refreshed every 15 minutes over a three-day horizon and integrated with downstream energy-management workflows.

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Project steps

  1. Site-Level Solar & Load Forecasting Platform

    Forecast Modeling & Backtesting

  2. Site-Level Solar & Load Forecasting Platform

    Forecast Monitoring