Scittle: Cloud and AI Capacity Recovery

Live product: https://scittleme.com

Scittle finds idle GPU time, overprovisioned nodes, duplicate compute and other wasted cloud capacity, confirms that reclaiming it is safe, and recovers it automatically. It is commission-based, so customers pay only when money is recovered.

How it works

1. Detect: continuously maps cloud spend against actual utilization to surface idle capacity, stranded nodes and duplicate workloads.
2. Verify: every candidate is checked against workload dependencies before anything is touched.
3. Recover: safe fixes apply on their own. Anything else is routed to the customer's team with the numbers attached.

Built with

Built on serverless AWS (Lambda, API Gateway, DynamoDB, CloudWatch), with automation for scanning and remediation.

My role

Sole designer, builder and operator: architecture, infrastructure, security and deployment.

Part of UnHidden Holdings LLC. Portfolio: https://admralwalker.github.io