Mourad H.

Automation Engineer | Airtable, Make, n8n | Business Process Builder

Make, n8n, and Airtable specialist building the operational systems that marketing, e-commerce, and SaaS teams actually run on. Five years, 3M+ monthly operations managed, teams of up to 300 users served. Most automation freelancers build workflows. What I build is different. A workflow handles one task. A system has a data model that doesn't duplicate, logic that handles edge cases, error monitoring, user-facing interfaces non-technical teams can operate, and documentation so it keeps working after I'm gone. That's the difference between something that breaks in six months and something that runs for years. 🏗️ Single source of truth. The systems I build start from a clean data model, with Airtable as the operational layer so there is never a question of which tool has the right number. ⚙️ Separation of concerns. N8N handles the complex branching logic where decisions need to be made. Make handles the volume where throughput matters. Keeping those layers separate is what prevents the whole thing from becoming a maintenance nightmare six months later. 🔍 Engineering discipline. Version control, sandbox testing, run-history monitoring. Near-100% uptime is a result of those habits, not luck. 🤖 AI where it earns its place. Applied to unstructured data, content generation, and decisions that do not fit a clean rule. Not as a substitute for a properly designed architecture. 📘 Built for your team. Every system ships with documentation and interfaces your team can operate without me on call. ✅ What I've shipped Content Operations Hub (Airtable + Make): Replaced a fragmented content process for a 160-person team. 40% time saved, 10 hours per week recovered, 100% posting consistency across channels. Churn Prevention Infrastructure (Make + Airtable + GPT-5 + HubSpot): Automated churn signal detection, AI-scored risk tiers, CRM actions triggered by behavior. 12% churn reduction in 60 days. Programmatic SEO Factory (Airtable + Make + WordPress REST API): 1,000 SEO-optimized pages published per day. 10x organic traffic growth. AI Brand Intelligence System (Apify + n8n + GPT-5 + Pinecone): Real-time Instagram sentiment analysis running continuously with zero manual review. LinkedIn Content Engine (Slack + n8n + fine-tuned GPT-5 + LinkedIn API): Daily on-brand publishing triggered by a single slash command. 🛠️ Core stack Make, n8n (self-hosted and cloud), Airtable, HubSpot, Salesforce, Shopify, Stripe, Supabase, Pinecone, Twilio, Meta Graph API, WordPress/WooCommerce, Jira, ClickUp. REST, GraphQL, OAuth. TypeScript and Python for custom logic nodes. GPT-5, Claude, LangChain, RAG pipelines, and OpenAI Assistants where AI genuinely earns its place. Business process automation, CRM automation, API integration, data migration, workflow automation, and operational intelligence across Slack, Notion, Google Sheets, and Data Studio. If your stack is fragmented, your reporting is manual, or your team is doing work a system should be doing, start your message with what the bottleneck actually is.