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aws-cost-optimization

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Enterprise-grade financial framework for modeling $5.4M+ cloud contract ROI and risk sensitivity. Features automated break-even analysis, 3-year commitment simulation for AI/GPU infrastructure, and a CFO-ready stress-test matrix to prove profitability even at 40% utilization. Designed for high-stakes C-Suite decision support.

  • Updated Feb 24, 2026
  • Python

Enterprise-grade Cloud Financial Analytics engine designed for high-scale platforms (Reddit/Meta scale). This hub automates Variance Decomposition (Price vs. Volume) to isolate budget drivers and protect Gross Margins. Features a Waterfall Bridge logic to translate raw billing data into executive insights for CFOs and VPs of Engineering.

  • Updated Feb 18, 2026
  • Python

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