AI Engineer • Mrabet Immobilier
📅 June 2025 – July 2025

• 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

Water4Future International Hackathon by Unesco
🥈 Finalist
📅 February 2026

• Developped HydrisX an innovative solution taht optimizes water distribution between interconnected dams.
• Predictive flood prevention using rainfall and water level data
• Automated water redistribution between connected dams
• Reduction of water waste by optimizing storage capacity
• Real-time monitoring and decision-making system .

Hwauei Developper competition sparck infinity 2025
🥇 3rd place
📅 November 2025 - December 2025

• 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

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

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

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