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cloud-finops

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The AWS Billing Monitor is an automated solution that tracks AWS spending and alerts your team when costs change significantly. After experiencing billing incidents that weren't caught by existing monitoring solutions, this system was created to provide proactive cost oversight.

  • Updated Apr 21, 2026
  • Python

Cloud intelligence and FinOps control tower for AWS and OCI, combining inventory, findings, risk scoring, AI-assisted analysis, and executive reporting for multi-tenant cloud operations.

  • Updated May 14, 2026
  • Python

Optimized Reddit-scale cloud spend by building a Unit Economics model. Managed a 48% spend increase while driving an 8.4% efficiency gain ($13.69 to $12.54 per 1k DAU). Developed a dual-axis dashboard and a Python automation script to monitor scaling margins and enforce budget guardrails.

  • Updated Feb 18, 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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