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A physics-based Digital Twin simulating the operational energy future of the 90,000m² Mall of Zimbabwe. Uses Python & XGBoost to forecast demand, test solar microgrids, and identify $1.66M in annual savings (Pre-Construction Feasibility Study).
Sustainable Building Energy Benchmarking Pipeline, Data pipeline for benchmarking building energy performance against sustainability standards and generating actionable insights.