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AI Stylist: Fashion Image Generator
An advanced text-to-image generation system designed for fashion brands and e-commerce teams. This tool converts written product descriptions into hyper-realistic visuals in just a few seconds, reducing rendering time by up to 95%. It streamlines the creative process, speeds up iteration, and makes it easier to market new styles quickly.
Built with prompt engineering and tailored generation control, the system enables style-specific previews, fabric alterations, and high-resolution outputs for catalog creation, all with consistent garment realism at scale.
Smart Legal Chatbot (RAG System)
A multilingual legal assistant built using Retrieval-Augmented Generation (RAG), trained on official Saudi labor law documents. Designed for HR departments, legal teams, and compliance officers, the chatbot answers questions in both Arabic and English with real-time accuracy and clarity.
By replacing manual PDF lookup, it reduces document search time by over 90%, improving legal information access by a factor of ten. The system integrates FAISS vector retrieval, LangChain orchestration, and a local Mistral LLM , all deployed through a Streamlit interface for direct, user-friendly interaction.
VisionGuard: Road Defect Inspector
An AI-powered computer vision system that analyzes high-resolution road footage to detect cracks, potholes, surface erosion, and wear patterns, delivering severity classification and repair recommendations in real-time. Trained on annotated urban datasets, VisionGuard processes footage up to 10× faster than manual review and reduces missed defect cases by over 80%. Built with OpenCV, TensorFlow, and custom segmentation models, it’s designed for deployment by municipalities, smart city platforms, and infrastructure management teams.
QuantumTrade AI: Market Prediction Bot
An intelligent market analysis bot that processes multi-source financial data including price charts, macroeconomic signals, and live news streams to generate short-term trade signals and risk-adjusted forecasts. Achieves up to 78% F1-score on directional predictions across tested assets using ensemble models and sentiment-enriched indicators. Built for traders, investors, and fintech teams, the system includes LSTM-based modeling, news sentiment parsing, and is designed with optional MT5 auto-trading integration for real-time execution.
Trusted Voices
Testimonials from partners and professionals
Mathieu delivered a fully functional AI dashboard that transformed how we monitor performance across departments. His attention to detail and ability to explain complex concepts made him an essential part of the project.
We needed an NLP-based chatbot for our internal learning platform, and Mathieu exceeded expectations. He was fast, reliable, and delivered a system that’s now used by hundreds of students daily.
Mathieu helped us automate our entire ETL process. His work not only saved us time but improved data accuracy significantly. He’s sharp, proactive, and a pleasure to work with.
We had a vision for a smart object detection model, and Mathieu brought it to life. His computer vision skills are outstanding, and his implementation was seamless across our systems.
