FinOps Foundation framework transcribed for AI agents. All capabilities, domains, personas, FOCUS billing spec, and waste sensors — installable as an agent skill.

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.

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.

AI-powered cloud cost optimization tool that converts plain-English project descriptions into structured cloud billing analysis and multi-cloud cost optimization recommendations using LLMs.