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
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🤖 AI Engineer Intern Replaced a cloud LLM with a locally fine-tuned model for web test generation. Details
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💧 HydrisX AI system that optimizes water distribution between interconnected dams. Details
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⚡ RenewStation AI platform on Huawei Cloud that stabilizes renewable energy supply for smart cities. Details
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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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Open-source microservice platform for async text-to-speech generation with voice cloning support. It lets users enter text, pick from over 25 different voices, and get back an audio file
🗣️ Speech pipelines | 🧪 Experiments | ⚙️ Model testing |
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 |
