Driving $5.4M+ Cost Avoidance through Predictive Modeling and Autonomous Governance.
Senior-level Cloud AI Architect specializing in Reddit-scale infrastructure efficiency. I bridge the gap between high-velocity engineering and board-level fiscal responsibility.
- Contract Negotiation Simulator: Proprietary engine identifying $5.4M in cost avoidance for AI/GPU infrastructure.
- Unit Economics Dashboard: Optimized Reddit-scale spend (100M+ DAU) with 8.4% efficiency gain.
- COR Forecast Engine: Seasonal time-series modeling (Prophet) reducing budget variance to <2%.
- AI-FinOps Sentinel: Autonomous "Sentinel-1" engine using Agentic AI for real-time GPU cost remediation.
- Cloud Cost Governance Ledger: Unified multi-cloud ecosystem normalized via FOCUS 1.3 for AWS, Azure, and Snowflake.
- Hosting Spend Analytics Hub: Waterfall bridge analysis decomposing a $170k+ monthly variance into Price, Volume, and Mix.
- Multi-Cloud Benchmarking Framework: Star schema data model for real-time GPU profitability and ESG carbon reporting.
Python | Prophet | FOCUS 1.3 | Agentic AI | Power BI / DAX | Strategic Negotiation | COR Modeling