EcoAI is Ecofinance Analytics' production conversational assistant for Moroccan financial analysis. Users ask questions in natural language and get grounded answers backed by indexed market data, company filings, and financial sources. Built end to end as a full-stack monorepo with scrapers, a FastAPI API, and a Next.js chat interface, powered by a LangGraph multi-agent system: specialized agents, RAG, dedicated tools, skill routing, and generative UI components rendered inline in the conversation. Pipeline optimizations across metadata filters, hybrid search, semantic cache, prompt caching, and connection pooling cut average response time from 3-4 minutes to around 30 seconds without sacrificing answer quality.

SimpleChat is a full-stack platform that lets anyone build, customize, train, and deploy AI-powered chatbots on their website with a single script tag. The platform features AI chatbot creation with personalized instructions, document upload support and website crawling for knowledge bases, real-time chat capabilities, and a fully customizable embeddable widget. Advanced features include human handoff system, multi-user workspace collaboration with role-based access control, analytics dashboard, conversation management, and a usage-based credit system. Built with LangChain and LangGraph for AI orchestration, PostgreSQL for data storage, Pinecone for vector embeddings, and real-time WebSocket updates.

CodeForge is an AI-powered app builder in the spirit of Lovable, Bolt, and Cursor. Describe what you want in plain language, and the platform generates a complete, production-ready web application you can preview and refine in real time. Users iterate through conversation: tweak layouts, add features, fix bugs, and watch changes land instantly without leaving the browser. Refactored around a monorepo architecture with LangChain and LangGraph orchestrating a multi-agent pipeline. Specialized agents handle planning, code generation, file management, and validation, while an isolated E2B sandbox runs and previews the output safely. A Next.js frontend ties it all together with live preview, chat-driven editing, and a workflow that turns a rough idea into a deployable app in minutes.

DeepAnimDance implements posture-guided person image synthesis, transferring motion from a source video to a target identity. The project explores multiple approaches: starting with a baseline Nearest Neighbor method, progressing through supervised learning with Vanilla Neural Networks (both vector-based and image-based), and culminating in GAN-based refinement using WGAN-GP with L1 loss for enhanced realism. The system uses MediaPipe Pose for skeleton extraction (33 landmarks reduced to 13 joints), and generates 64×64 images in real-time. Includes a Flask web interface for browser-based visualization of the three-panel demo (source, skeleton, generated image).

SentiTrade is a trading signals dashboard that combines multi-source sentiment analysis with Temporal Fusion Transformer (TFT) price prediction. Select a stock ticker to generate trading signals backed by aggregated sentiment and a 5-day forecast. The app includes model interpretability (attention weights, global and local feature importance) and empirical validation showing sentiment as a top-tier predictor.

This project, developed in collaboration with Vala Bleu, involves creating a comprehensive management application for a medical clinic to streamline appointments, prescriptions, certificates, and billing processes. The application provides a complete digital solution that enhances operational efficiency, improves patient care coordination, and simplifies administrative tasks for healthcare professionals. I developed an intelligent assistance chatbot for the application, based on internal company data and scientific articles from the platform, using a RAG approach.

It is an advanced full-stack AI application that simplifies the summarization process. With just a click, it summarizes any article with just a URL, PDF documents, Word files, and even PowerPoint presentations. This intelligent tool leverages cutting-edge AI technology to extract key information and provide concise, accurate summaries across multiple document formats.

I built Capptivo, an open-source screen recorder for polished demos and a free alternative to Screen Studio and Cursorful. The cross-platform desktop app (macOS, Windows, Linux) features smart follow-cursor zoom, click-based auto zooms, on-screen annotations, custom cursors, and multi-format export, with native capture pipelines per OS, hardware H.264 encoding, and fully on-device editing. It supports 11 languages and has reached nearly 600 GitHub stars and over 6,000 downloads.

I developed a comprehensive multilingual website for Optimize Stratégie, a leading technical audit and energy consulting firm in Marrakech. The platform serves as both a corporate showcase and a lead generation tool, highlighting their expertise in technical audits, energy efficiency consulting, and environmental certification. I designed and developed the entire application, fully optimized it for SEO with advanced configuration for Google to maximize visibility, and integrated smooth animations to ensure a modern, fast, and fluid user experience.

I collaborated with the Void team to develop the Elsan web app. Elsan is one of the leading private healthcare providers in France. The project aimed to completely redesign their corporate website to meet new requirements for performance, modernity, and web visibility. I was responsible for conception to implementation, including requirements analysis, architecture design, front-end development with Next.js, and back-end development with Drupal 10. This large-scale project handles approximately 8 million views per month.

I am the Lead Tech Engineer behind Greencore, where I handle the architecture, conception, and coding. Greencore is a startup accelerating the energy transition through smarter projects and financing. We help projects in the energy sector secure financing while enabling companies to monitor, optimize, and reduce their energy consumption with AI-powered insights. Join us in driving the sustainable revolution.

I developed a professional portfolio website for Mourad Boulhana, a renowned Moroccan artist, director, and cinematographer. Known for his expertise in commercials and documentaries, the portfolio was designed to showcase his diverse projects from documentary films to experimental works highlighting his unique ability to capture fleeting moments of life and human interaction. This project aimed to create a modern and engaging digital presence that reflects his artistic identity and vision.

Developed a comprehensive poultry farm management system enabling full oversight of farm operations. The application organizes data hierarchically from farms to batches, buildings, weeks, and daily records, allowing detailed tracking of mortality, feeding, treatments, weights, and analyses. It features automated calculations, cumulative totals, sequential validations, and weekly progression controls to ensure data accuracy and operational efficiency, supporting informed decision-making for farm management.

Freelance project for the development of a CMMS (Computerized Maintenance Management System) in collaboration with a branch of Cossona Enterprise. The project aimed to reduce machine downtime and optimize maintenance processes. This desktop application provides comprehensive maintenance scheduling, equipment tracking, and performance analytics to streamline industrial operations and improve efficiency.

The Association Management App is a powerful web application designed to streamline the management of association members and provide a comprehensive set of features for efficient administration. This full-stack solution enables organizations to manage member databases, track activities, handle communications, and automate administrative processes with an intuitive user interface.