Future Data Engineer & AI Developer from Morocco, focused on building production-ready intelligent systems. I design AI automations and scalable data pipelines that transform raw data into reliable, deployable solutions for real-world challenges.
- Design and implement end-to-end data pipelines for analytics and AI workloads
- Build and orchestrate automation workflows using n8n
- Deploy, monitor, and maintain machine learning models in production environments
- Developed RenewStation, an AI-powered platform for renewable energy optimization using Huawei Cloud services, designed to stabilize and optimize urban energy systems.
- AI-driven monitoring, forecasting, and smart distribution of renewable energy
- Transforms unpredictable renewable sources into a stable supply for smart cities
- Developed a data-driven decision support dashboard that analyzes historical and market data to evaluate construction project feasibility and expected ROI.
- Built a responsive web interface with Next.js and Firebase to input project details and display predictions
- Integrated the AI model with the web application to provide real-time, data-driven insights for project evaluation
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A fully containerized RAG application with a microservice architecture. It performs document chunking with Cohere multilingual embeddings, stores vectors in Qdrant, and generates answers using OpenAI / Ollama. Observability with Prometheus and Grafana.
📦 Microservices | 🔎 RAG | 📈 Monitoring | 🧠 Multilingual embeddings |
An n8n-powered automation agent for medical reception workflows: patient intake, appointment booking, and admin monitoring. Designed as a practical, production-like automation system with NLP-driven conversation handling.
🗓️ Booking | 🧾 Patient intake | 🧠 NLP | ⚙️ n8n orchestration |
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An invoice analysis platform for uploading and processing invoices, tracking suppliers, and surfacing key financial metrics. Includes alerting/attention mechanisms for unpaid or overdue invoices.
📄 Invoice OCR/Parsing | 📊 Dashboards | 🔔 Alerts |
A production-style Azure data pipeline for migrating on-prem CRM sales data to the cloud, orchestrated with Azure Data Factory, with Databricks cleaning/prep and pipeline status notifications.
🧱 ETL/ELT | ☁️ Cloud migration | 🧼 Data cleaning | 📬 Notifications |
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An AI-powered platform concept built for Huawei Developer Competition: renewable energy monitoring, forecasting, and smart distribution to improve stability of urban energy systems for smart cities.
📈 Forecasting | ⚙️ Optimization | 🏙️ Smart-city ready | 🌍 Sustainability |
