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Automated a scalable sender-reputation engine for high-volume email campaigns. Utilized a Basic LLM Chain with Groq API to generate personalized, non-generic engagement content, significantly improving email deliverability. Architecture: n8n self-hosted · Google Sheets (DB) · Groq/LLM · JavaScript logic. Result: Full automation of warmup cycles, shifting manual email drafting to a 100% autonomous pipeline with real-time logging and performance tracking.

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