mohaammed ashraf

Meet mohaammed

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I build AI-powered business automation systems that reduce manual work and streamline daily operations. I work with n8n, local AI, APIs, webhooks, PostgreSQL, CRM workflows, lead management, appointment booking, follow-ups, and automated reporting. My focus is reliable, structured workflows with validation, logging, error handling, and human approval where needed.