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).

CapEx + factory readiness dashboard with automated evidence pack (CI). Portfolio repo demonstrating decision-making using data across CapEx + readiness + supply chain + facilities.

A bio-mimetic simulation engine that utilizes a Physarum-based algorithm to autonomously calculate the optimal network infrastructure balance between capital expenditure, redundancy, and latency performance.