AI Engineering Student — Full-Stack & Machine Learning
I build modern websites, full-stack applications, AI-powered tools, data projects, and promotional digital experiences for businesses. Based in Morocco, I focus on turning ideas into polished, useful products. Let's build something incredible together!
Morocco Arabic · French · English Available for selected freelance projects
Focus areas
01
Interface, API, data model, and deployment designed as one product — from the first component to the running service.
02
LLM-powered assistants, agent workflows, and automations grounded in real product data instead of hype.
03
Cleaning, analysis, and decision-support dashboards that turn raw records into something a business can act on.
04
Programmatic Remotion videos and considered interfaces that present products with cinematic, repeatable quality.
Modern, responsive websites for cafés, restaurants, agencies, local businesses, and personal brands.
Focused landing pages designed for products, services, campaigns, and lead generation.
Applications with frontend, backend, authentication, databases, dashboards, and business logic.
Custom AI assistants for questions, menus, customer support, lead collection, and task automation.
Data cleaning, visualization, business intelligence dashboards, analysis, and decision-support solutions.
Short-form promotional videos for TikTok, Instagram Reels, advertisements, products, and agencies.
Full archive
Filter by discipline. Links marked unavailable are intentionally left as placeholders until a public demo or repository is added.
Showing 16 projects
AIAI interview practice room
A free interview practice room in the browser: questions written for the exact role from your CV and the job post, answered out loud, then scored and coached, with a Live mode for calls where notes are allowed.
AIAI voice-clone scam detector
A fine-tuned speech model that checks a WhatsApp voice note in under a second and says whether the voice is real or an AI clone, with safety tips in Arabic, French, and English.
Full-StackAgentic AI concierge & marketplaces
An AI concierge that plans across stays, dining, rides, and travel in Morocco through natural-language requests.
AIExplainable football intelligence
A World Cup 2026 intelligence platform combining statistical predictions, explainability, simulation, and a grounded AI analyst.
Full-StackAI fitness platform & social network
A full-stack fitness platform with tracking, personalised targets, an AI coach, analytics, and community features.
WebsitesGym website template · on sale
A dark, bilingual gym and fitness website template with original 3D videos, a live “open now” badge, and an interactive class timetable, sold on Gumroad.
WebsitesFreelancer portfolio template · on sale
A dark graphite and volt-lime portfolio template for freelancers, with case-study pages, a live availability badge, and a cursor-following work index, sold on Gumroad.
WebsitesCafé website template · on sale
An editorial, newspaper-style café website template in English and French, the first product in the WEBZI1 template line on Gumroad.
WebsitesBilingual business website
A modern bilingual coffee-shop website presenting the brand, menu, location, and customer experience.
WebsitesRestaurant website
A restaurant website with professional imagery, responsive layouts, clear presentation, and an engaging customer experience.
WebsitesEntertainment & business website
An energetic website showcasing activities, offers, business information, and a strong visual brand experience.
DesktopWindows desktop application
An offline stock-management application for managing products, quantities, daily usage, movements, and reports on Windows.
WebsitesFitness business website
A responsive French-language website presenting a fitness venue in Salé, its disciplines, offers, facilities, and enquiry flow.
WebsitesLuxury eyewear website concept
A cinematic eyewear website concept combining premium product presentation, smooth motion, and an interactive 3D-inspired hero experience.
VideoProgrammatic video development
Short promotional videos built programmatically for websites, digital agencies, and social-media advertisements.
WebsitesDigital agency & media production
My digital studio for professional business websites, AI-assisted experiences, SEO-ready delivery, and programmatic promotional content.
Capabilities
Tools are selected for the problem—not for decoration. These are the technologies and disciplines currently represented across my work.
Education
EHEI Oujda
2026 – 2028 · 4th year, in progress
Previously
Bachelor’s Degree in Data Analytics and Business Intelligence
École Supérieure de Technologie (EST), Oujda
2025 – 2026
University Diploma of Technology (DUT) in Business Intelligence and Machine Learning
EST Oujda
2023 – 2025
Selected motion work
These reels are rendered programmatically with Remotion from the same real screenshots shown above — no fake numbers, no stock footage. They play muted; sound is never required to follow them.
A programmatic Remotion reel cycling through real screenshots of six shipped projects.
A motion-graphics reel presenting the WEBZI1 studio services with real site imagery.
How it works
Compositions live in this repository under remotion/ and render to MP4 with a single command. The same pipeline produces vertical TikTok and Reels formats for client campaigns.
Videos are lazy-loaded, pause off-screen, respect reduced-motion preferences, and fall back to poster images.
Work process
A focused process keeps decisions visible, reduces rework, and makes sure the finished product serves the original goal.
Understanding the idea, business, goals, audience, and required features.
Planning the structure, user experience, visual identity, and technical architecture.
Building the website, application, AI integration, database, and responsive interface.
Testing, optimisation, deployment, documentation, and post-launch support.
Why work with me
The strongest digital work connects careful execution with a clear understanding of who it is for and what it should achieve.
I consider the interface, data, backend, deployment, and the business outcome as one connected product.
The work aims to feel distinctive and polished while remaining clear, fast, and usable.
I can identify where intelligent features add real value—and where conventional software is the better answer.
Requirements, trade-offs, placeholders, and limitations stay visible instead of being hidden behind inflated claims.
Start a conversation
Whether you need a professional website, a full-stack application, an AI-powered solution, or promotional content, I can help transform your idea into a polished digital product.