Design first, then automate. I map processes clearly so workflows in Make.com, Zapier, or n8n stay reliable and scalable.
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Practical Implementation
I apply AI where it matters. Chatbots, RAG pipelines or AI agents, they are always measured by real impact: faster responses, lower costs, higher user satisfaction.
I align sales, marketing, and product teams early, share progress often, and minimize project risks to ensure alignment with business objectives
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Results-Focused Execution
I establish and monitor KPIs like lead conversion, engagement, and accuracy to ensure solutions are measurable and user-friendly.