AWS Cloud Practitioner course materials, including study notes, diagrams, practice questions, and hands-on labs. Designed to help beginners build a strong foundation in AWS services, cloud concepts, security, pricing, and architecture essentials for exam success.

Executive FinOps dashboard and automated governance engine using FOCUS 1.3 standards for AWS, Azure, and Snowflake.

Cloud FinOps audit engine to identify infrastructure waste across global regions using automated usage-to-cost mapping

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.

AWS cost optimization and health monitoring toolkit with comprehensive pricing education

Enterprise-grade Power BI dashboard for tracking AI infrastructure unit economics. Features real-time GPU profitability ratios, idle waste detection (Zombie GPUs), and ESG carbon footprint reporting.

Auto-scale Containerized Applications Targeting Financial Metrics: an implementation of the paper "Multi-Objective Economic Adaptation for Service Ecosystems on the Cloud" with modern tools