
Validates a project's requirements / design against the General Principles (policy-as-code) + the reg KB, and auto-injects the missing non-functional...
Validates a project's requirements / design against the General Principles (policy-as-code) + the reg KB, and auto-injects the missing non-functional requirements at intake. Its residency module (ex-Rsk4) scans IaC / configs for region and residency violations as a CI gate, beside the design-time validation.
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Shivam Singh - AI and data product leader building 0-to-1 GenAI, agentic AI, RAG, MLOps, responsible AI, and enterprise data platforms.
process supervisor for Unix-like systems - zero dependencies - rodmena-limited/supervice
Validate locally, fix common HTML5 ad issues, export upload-ready ZIPs, and run Deep Audit before handoff.