# El Moustapha Ajouad — Senior AI & Automation Specialist for Manufacturing > Senior AI & Automation Specialist helping manufacturers across Canada and the USA connect machines, optimize workflows, and make smarter decisions with AI, IIoT, and end-to-end system integration. Based in Quebec City, Canada. Hands-on shop floor experience combined with AI/ML and software engineering. ## Who is El Moustapha Ajouad? El Moustapha Ajouad is a Senior AI & Automation Specialist based in Quebec City, Canada, serving manufacturers across North America. He combines hands-on electromechanical experience (CNC machining, electric motors, steel structures) with AI/ML and system integration capabilities to deliver pragmatic Industry 4.0 solutions. His approach is built on pragmatism: rapid diagnosis, quick wins in weeks not months, iterative delivery, and knowledge transfer so client teams become self-sufficient. He positions as a strategic technical partner — vendor-agnostic and results-driven. ## Services ### Industrial IoT & Machine Connectivity (IIoT) Real-time data collection from CNC, PLC, and legacy equipment via MQTT, OPC UA, and retrofit sensors. Centralized dashboards for OEE, cycle times, downtime tracking, and predictive maintenance alerts. Works with existing equipment — no rip-and-replace required. Technologies: MQTT, OPC UA, Node-RED, IoT sensors/gateways, Power BI ### AI Integration & RAG Custom Retrieval-Augmented Generation systems that connect LLMs to proprietary operational data — work orders, quality records, maintenance logs, engineering specs — for precise, source-cited answers. Teams get actionable intelligence instead of searching through file shares. Technologies: LLM APIs, vector databases, Python, LangChain/LlamaIndex ### Intelligent Classification & Document Processing LLM-powered systems that automatically sort, route, and extract data from incoming documents: RFQs, invoices, shipping notices, quality certs, customer emails. Context-aware classification that understands manufacturing terminology — not keyword matching. Technologies: Fine-tuned LLMs, NLP pipelines, Python, Power Automate ### End-to-End Automation Pipelines Purpose-built workflows that eliminate manual handoffs between ERP/MRP, accounting (QuickBooks), CRM, shop floor systems, and administrative tools. Order-to-production, invoice-to-payment, quote-to-schedule — every integration designed for reliability. Technologies: Power Automate, Python, REST APIs, ERP/MRP connectors, Node-RED ### AI-Powered Decision Support & Analytics Move from backward-looking reports to forward-looking intelligence. Real-time dashboards, capacity planning models, demand forecasting, anomaly detection, and KPI monitoring with automated alerts — built for plant managers and executives. Technologies: Power BI, Python, ML models, time-series analysis ## Challenges Solved - Blind production floor — no real-time visibility into machine status, OEE, or downtime causes - Quoting & RFQ bottlenecks — manual, slow estimation of capacity, lead times, and costs - ERP/MRP underperformance — system purchased but underused, planning still in spreadsheets - Fragmented data & disconnected systems — machines, ERP, accounting, CRM don't talk to each other - Administrative overload — invoices, POs, timesheets processed by hand instead of automation ## Process 1. Discovery Call (30 min, free) — Assess operational challenges and technology landscape 2. On-Site Assessment (1-2 days) — Walk the shop floor, audit systems, map data flows and pain points 3. Roadmap & Quick Wins — Prioritized plan with first results in under 4 weeks 4. Iterative Delivery & Knowledge Transfer — 2-4 week sprints, hands-on training ## Technologies & Skills - Industrial protocols: MQTT, OPC UA - Tools: Node-RED, Power BI, Power Automate, QuickBooks - Languages: Python - AI/ML: LLM APIs, RAG, LangChain, LlamaIndex, vector databases, NLP - Domains: CNC, ERP, MRP, OEE, IIoT, Industry 4.0 - Shop floor expertise: Electromechanics, CNC machining, electric motors, steel structures ## Contact - Website: https://www.aelmoustapha.com/ - French version: https://www.aelmoustapha.com/fr/ - Email: ajouadelmoustapha@outlook.com - Phone: +1 (418) 318-4678 - Location: Quebec City, QC, Canada - Hours: Monday-Friday 8AM-6PM (Eastern Time) - Languages: English, French ## FAQ ### What does AI and IIoT mean for a manufacturing company? AI and IIoT give you real-time visibility into your shop floor and the intelligence to act on it. IIoT connects your machines so you can track OEE, cycle times, and downtime automatically. AI turns that data into actionable insights: predicting maintenance needs, optimizing scheduling, automating document processing. The goal is fewer surprises, faster decisions, and less manual work. ### How long before we see results? First measurable results typically come within 2-4 weeks. The approach is built around quick wins — connecting critical machines, automating a painful process, or standing up a real-time dashboard. Validate ROI before scaling. ### Do we need to replace our ERP/MRP? No. Most manufacturers use only a fraction of their ERP/MRP capabilities. The first step is optimizing what you have. Automation pipelines connect your ERP to shop floor systems and accounting without replacing anything. ### What types of machines can be connected? Almost any machine can be connected. Modern CNC and PLCs support OPC UA or MQTT natively. Legacy equipment uses retrofit sensors, passive current monitoring, or barcode scanners. ### How is a strategic technical partner different from a systems integrator? A systems integrator sells a specific vendor's platform. A strategic technical partner brings shop floor experience combined with AI and software engineering. Vendor-agnostic, pragmatic, focused on knowledge transfer and team autonomy. ### What happens during a Discovery Call? A free 30-minute conversation about your operational challenges, technology landscape, and goals. Honest assessment of where AI, IIoT, or automation could have the highest impact. No sales pitch, no obligation.