{"_meta":{"response_type":"nlweb","version":"1.0.0"},"query":"About Zain Ahmed","answer":"Zain Ahmed is a Senior Platform & Cloud Architect specializing in Internal Developer Platforms (IDPs), Multi-Cloud SRE (AWS, Azure, GCP, OCI), FinOps cost optimization (30-40% cloud savings), and GenAI/Agentic infrastructure.","sources":[{"title":"Zain Ahmed Portfolio","url":"https://zainahmed.net"},{"title":"Technical Documentation","url":"https://zainahmed.net/docs"},{"title":"LLM Manifest","url":"https://zainahmed.net/llms.txt"}],"confidence":0.98,"site":"zainahmed.net","mode":"answer","timestamp":"2026-10-23T00:36:10.955Z"}