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Support capacity planning and infrastructure investment decisions through forecasting, financial and operational modeling, variance analysis, KPI tracking, and cross-functional partnership. Translate operational inputs into CapEx, depreciation, cost of revenue, cash flow, and margin impacts. Prepare reporting and commentary for finance leadership and improve model controls and planning processes.