Hire the Best System Automation Specialists
in Morocco

Hello! 👋 I'm an adept automation specialist 🤖 specializing in crafting efficient bots and data scraping projects 🕵️‍♂️. With a proven track record, I excel at creating automation solutions that deliver results with precision and speed ⚡.

I've built AI systems for a Stellantis MEA division, cut $35K in ops costs for a health clinic, and deployed an AI cold-caller that books meetings autonomously for RE/MAX at 100+ calls/day. From Fortune 500 divisions to fast-growing startups across the US, Europe, and the UAE, I design production-grade AI architecture that actually holds together. I'm Imad Ghazaz, AI Systems Architect and Industrial Engineer. I build agentic pipelines, RAG systems, voice AI, and end-to-end business automation, the kind of infrastructure that scales your operations without scaling your headcount. What I've built: → Designed and deployed an agentic RAG system for a Stellantis MEA quality division replacing manual audit processes across multiple document types, reducing review cycles from days to minutes → Built an AI cold-caller for RE/MAX that autonomously dials 100+ leads/day and books meetings saving 60+ hours/week of sales rep time → Engineered a lead generation system producing 1,000 qualified leads/day for a B2B growth agency using intelligent pipelines → Cut $35K in annual operational costs for Evexiya (health & wellness clinic) through full ops automation How I work: I don't start by recommending tools. I start by mapping your operations (lead to delivery) and identifying exactly where AI creates leverage. From there I design the architecture, then build and deploy it. Most engagements follow this structure: - Operations audit & AI opportunity mapping - Architecture design: agent logic, data flows, integration points - Build & deploy: production-ready, not prototype - Handoff with documentation your team can actually use My stack: AI & Agents - LangGraph · LangChain · LlamaIndex · OpenAI · Claude · Whisper · ElevenLabs RAG & Data - Vector DBs (Databricks, Pinecone, ChromaDB) · Supabase · Airtable · PostgreSQL Automation & Backend - n8n · Make · Node.js · Python · REST APIs · Webhooks Integrations - CRM (HighLevel, Zoho, HubSpot) · Stripe · Notion · Google Workspace · WhatsApp (Woztell) Voice & Conversational AI - AI Callers · WhatsApp Agents · Chatbot Architecture · Multi-turn Memory Systems

I build production-grade AI systems that run business operations, not just answer questions. Most companies don't have an AI problem. They have an operations problem. Their teams spend hours every day researching documents, qualifying leads, drafting reports, responding to customers, or moving data between systems. Traditional automation breaks when workflows become complex, and chatbots stop at answering questions. I build AI agents that reason, use tools, access company knowledge, collaborate with other agents, and execute complete workflows autonomously. That's the difference between an AI demo and an AI system that delivers ROI. 🚀 WHAT I BUILD 🤖 Agentic AI & Multi-Agent Systems Autonomous AI agents that collaborate to complete complex business processes with human-level reasoning, tool usage, memory, and multi-step execution. 📚 Enterprise RAG & Secure AI Production-ready Retrieval-Augmented Generation (RAG) systems that connect AI to your internal documentation, policies, contracts, SOPs, and knowledge bases. Specialized in secure and on-premise deployments for organizations where privacy and compliance are non-negotiable. 🔌 AI Integrations & MCP Servers Custom MCP servers and AI integrations that connect agents to CRMs, ERPs, databases, APIs, Slack, WhatsApp, email, and internal business systems, allowing AI to take action instead of simply generating text. ⚙️ AI Workflow Automation Replacing repetitive business operations with intelligent AI workflows that execute tasks automatically, trigger actions across multiple systems, and keep humans involved only when approvals are required. 💼 PRODUCTION EXPERIENCE I've designed and deployed AI systems across multiple industries, including: • Pension & Financial Services • Legal & Compliance • Supply Chain & Procurement • Human Resources • Sales & Lead Generation • Real Estate • Enterprise SaaS Recent Production Projects 🏦 Enterprise Pension AI Assistant Designed and deployed a secure on-premise AI assistant for a major pension fund capable of drafting regulated documents, validating outputs against internal policies, reducing hallucinations, and transforming an 8-hour manual drafting process into minutes. 📦 Supply Chain Operations Copilot Built an AI-powered operations platform that continuously analyzes inventory, suppliers, and procurement data to help teams identify operational risks before they impact customers. 📈 AI Lead Qualification System Developed an autonomous lead intelligence platform that captures, enriches, scores, and prioritizes leads using LLM reasoning and business rules, allowing sales teams to focus only on qualified opportunities. 🧠 WHY CLIENTS WORK WITH ME ✔ Production-first architecture, not AI demos ✔ Fast prototypes delivered in weeks, not months ✔ Secure deployments using cloud or fully local infrastructure ✔ No vendor lock-in, you own the code, prompts, and architecture ✔ Strong engineering foundation backed by a Master's degree in Machine Learning & Computer Vision 🛠️ TECHNOLOGY AI Agents & Orchestration Langchain • LangGraph • Agno • CrewAI • OpenClaw • Hermes Agent • MCP (Model Context Protocol) LLMs OpenAI • Claude • Mistral • DeepSeek • Llama • Ollama Backend & Automation Python • FastAPI • n8n • React • TypeScript RAG & Vector Databases pgvector • Chroma • Pinecone Integrations REST APIs • Webhooks • CRMs • Enterprise APIs • Internal Business Systems ⚙️ HOW I WORK Discovery Call → Architecture Design → Rapid Prototype → Production Deployment → Documentation & Handover I focus on building AI systems that become part of your business operations—not experiments that stay in a prototype forever. If your team spends hours every week on repetitive knowledge work, document processing, lead qualification, compliance, reporting, or internal workflows, there's a good chance an AI agent can automate it. Let's map your workflow and determine the fastest path to a production-ready AI solution. Skills: AI Agent Developer, Agentic AI, AI Automation, Multi-Agent Systems, Enterprise AI, RAG Pipeline, AI Workflow Automation, MCP Server Development, AI Integration, LangGraph, CrewAI, Agno, OpenAI API, Claude, LLM Engineer, Prompt Engineering, FastAPI, Python, n8n, Secure AI, On-Premise AI, Enterprise RAG, AI Copilot, Workflow Automation.

You probably have a sales process that works. It's just got a human doing something a machine should be doing. Lead research at 11pm. Copy-pasting between tools. A VA managing the gaps you never got around to automating. I fix that. I'm Ayman, AI automation engineer and go-to-market strategist. 4 years building revenue systems for B2B companies, funded startups, and agencies, the same AI automation infrastructure that growth teams at funded companies pay $300/hr consultants to configure. I've worked with CEOs, founders, and heads of sales across some serious operations. What they say: I communicate clearly, I'm honest about what's actually possible, I don't deliver until it's tested, and I own what I say. One called me a wizard with these tools. I take that with a grain of salt but I'll take it. What I build: Cold outreach engines that pull from 100+ data sources, score against your ICP, and load into sequence automatically. AI inbox agents that qualify leads and book meetings without a human touching it. Voice assistants that answer calls, route by brand, and update your CRM in real time. n8n workflows that replace 3 tools you're currently paying for. Full Clay GTM stacks, multi-step outbound pipelines, post-meeting nurture, all running on their own. Stack I work in every day: n8n, Clay, Apollo, HeyReach, Instantly, BetterContact, Apify, ElevenLabs, Supabase, GoHighLevel, OpenRouter, Make, Zapier. n8n especially, it's what Zapier wishes it was. Every project ships with a full Loom walkthrough so your team can run it without me, a checkpoint every 3 days on longer builds, a 14-day warranty, and you own everything after handoff. Tools, workflows, data, no lock-in ever. Message me. I'll come back within 4 hours with a Loom showing exactly how I'd approach your situation.

Stop wasting hours on manual data entry and repetitive tasks. I help businesses scale by building "invisible employees" custom automation workflows that connect your favorite apps, eliminate human error, and save your team 20+ hours every single week. Whether you need a simple Zapier connection or a complex, multi-step architecture in Make or n8n, I build reliable systems that work 24/7 so you can focus on high-level strategy. 🚀 What I Can Do For You: - Workflow Migration: Seamlessly move your complex zaps to Make or n8n to save on monthly subscription costs. - CRM & Lead Management: Automate lead capture from Facebook/LinkedIn directly into HubSpot, Salesforce, or Pipedrive. - E-commerce Automation: Sync Shopify/Amazon orders with accounting (QuickBooks/Xero) and shipping platforms. - AI Integration: Incorporate ChatGPT/OpenAI into your workflows for automated content drafting, lead scoring, or email replies. - Custom API & Webhooks: Connect "un-connectable" apps using custom API requests and JSON processing. 🛠 My Tech Stack: - Core Tools: Zapier, Make (formerly Integromat), n8n. - Common Integrations: Airtable, Google Sheets, Slack, HubSpot, ClickUp, Notion, Shopify, and Klaviyo. - Technical Skills: JavaScript/Python snippets, Webhooks, REST APIs, and Database management. 📈 Proven Results: * Built an automated onboarding system for a marketing agency that reduced client setup time by 85%. * Integrated AI into a customer support workflow, reducing manual ticket sorting by 10 hours/week. * Synchronized a multi-channel inventory system across 3 platforms using n8n, ensuring 100% data accuracy. Why hire me? I don’t just "link apps." I optimize your business logic. My workflows are built to be scalable, documented, and easy to maintain. Ready to automate your growth? Schedule a Free Call with us, and let’s discuss how we can streamline your business today.

Hi, I’m Khalil, an AI engineer turned AUTOMATION architect. I help businesses stop wasting time on things a bot, a workflow, or an AI agent could do better. With experience working in multinational companies, I’ve developed automation and AI-driven systems that have saved over $500,000 in operational and staffing costs, including one solution that alone reduced reporting hours enough to save $180,000 annually. Today, I bring that same level of performance and scale to startups, small teams, and solo founders looking to grow without adding overhead. What I Actually Do: - Build custom automation workflows using n8n, Make.com, and Retool - Design AI agents that go beyond conversation; they take real action: generate reports, send alerts, update data, clean up your backend - Use OpenAI (And many AI leading Tools) and custom logic to automate decisions, generate content, and reduce time spent on repetitive thinking - Connect tools like Google Sheets, Notion, Airtable, Slack, Stripe, and your CRM into a single intelligent system - Build CRMs, internal dashboards and tools with Retool so your team has real-time control without manual labor ⚡ Here’s the uncomfortable truth: If your systems still rely on copy-paste, manual tracking, or duct-taped tools : you're not just wasting time, you're leaking cash. I don’t deliver one-size-fits-all automations. I build smart, resilient systems that grow with your business, reduce complexity, and give you time back. Let’s create something that runs while you sleep, intelligently, automatically, and profitably.