AI-powered AWS billing analysis & cost optimization using Amazon Bedrock. Serverless FinOps insights, forecasts & recommendations via SNS.
CloudOptima is a multi-cloud cost optimization platform that helps monitor, analyze, and reduce infrastructure spending across AWS, Azure, and GCP through intelligent insights, automated recommendations, and real-time dashboards.
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.
FinOps Foundation framework transcribed for AI agents. All capabilities, domains, personas, FOCUS billing spec, and waste sensors — installable as an agent skill.
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.
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