Efe Harding

I’m an AI & Automation Engineer with 8+ years designing and shipping production automation systems, AI-integrated chatbots, and business intelligence pipelines for financial services, telecom, and logistics. I specialize in n8n workflow architecture, REST API integration, and LLM-powered conversational tools deployed across WhatsApp and Telegram.

I build end-to-end systems—from backend API design through live dashboards—that eliminate manual work and scale to enterprise needs. My work has helped cut reporting time by up to 60%, while also improving visibility with interactive KPI dashboards and automated data processing.

I also take ownership of the infrastructure that makes automations reliable. I self-host and maintain automation infrastructure (Docker/VPS), and I’ve led platform rollouts and workflow redesigns, including building Zoho Creator appraisal workflows integrated with Zoho People and producing implementation roadmaps and training materials.

Across recent roles, I’ve improved operational performance with real-time dashboards and automated pipelines—such as route-optimization analytics that improved delivery turnaround time by 25% and reduced logistics costs by 18%. I bring the same “ship and measure” mindset to customer and compliance workflows, including validation and onboarding improvements that reduced onboarding time by 40%.