All Projects
ML & Data Science projects — production-grade, fully documented
6 projects total
FeaturedSHIFAA MAROC — Arabic Medical Assistant & Mental Support
An intelligent, secure, and adapted AI medical assistant tailored for Moroccan and Arabic-speaking users. Features multimodal CNN modules (EfficientNet/DenseNet for X-Ray and dermatology) and a hybrid RAG pipeline with a custom distress detection model.
FeaturedSynapse Studio V3 — Offline Agentic Swarm
An advanced asynchronous multi-agent platform running 100% offline. Multiple specialized AI agents (Strategist, Architect, Engineer, Critic) collaborate and debate concurrently in real-time, managed by a mathematical cosine-similarity consensus engine.
FeaturedAI Knowledge Explorer
An interactive AI-powered web app utilizing the Google Gemini API to discover, test, and deepen knowledge on any academic or scientific topic. Features smart voice/text search, a 3-level adaptive evaluation system (🟢 Easy QCM, 🟠 Medium True/False, 🔴 Hard open question with semantic response assessment), and an analytical progress dashboard.
FeaturedMoroccan Legal Assistant — Custom RAG Chatbot
An innovative legal AI assistant leveraging RAG (Retrieval-Augmented Generation) to provide personalized legal guidance based on Moroccan law. Covers 5+ legislative corpuses with document ingestion, vector retrieval (FAISS), and context-aware response generation.
FeaturedBrain Tumor Detection — Medical Computer Vision
A Deep Learning medical imaging system for automated brain tumor classification from MRI scans. Reached over 95% accuracy in 4-class multi-class classification, featuring data preprocessing, augmentation, and Grad-CAM explainability heatmaps.
FeaturedDon Du Sang — Blood Donation Management Platform
A modern web platform optimizing blood donation management in Morocco. Connects donors, recipients, blood banks, and hospitals in real-time with live inventory tracking and analytical dashboards.
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