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.
cost-optimization finops python-automation cloud-governance unit-economics infrastructure-efficiency cloud-finops aws-cost-management
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Updated
Feb 18, 2026 - Python