and acceleration with clear entry/exit criteria. Continuously evaluate emerging AI tools, frameworks, and vendor offerings...). Strong data foundations: SQL, data modeling, APIs/integration patterns; comfortable incorporating RAG and text-to-SQL patterns..
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