ai-solutions-engineering

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Forward-deployed AI implementation toolkit: customer context, readiness scoring, audit trails, rollout checks, and MCP patterns.

Employer-facing portfolio for AI implementation: discovery, architecture, evals, auditability, rollout, and customer handoff.

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