Noureddine DRIOUECH

AI & Full-Stack Software Engineer

Casablanca, Morocco nourddinedriouech@gmail.com
Download PDF

Executive Profile

Results-driven Software Engineer with 4+ years of experience and specialized expertise in Retrieval-Augmented Generation (RAG), Local LLMs, React / Next.js SaaS platforms, and high-throughput web automation. Proven experience delivering production software at FEV North Africa, Garista, and VNB-IT France, alongside representing Moroccan engineering at GITEX Africa. Currently Open to Work for full-time engineering and AI roles worldwide.

LinkedIn GitHub Upwork Top Rated

Professional Experience

AI Software Engineer Intern · FEV North Africa

Jul 2026 - Sep 2026 · Casablanca, Morocco

Enterprise Local RAG Application · Zero Data Leakage

  • Architected offline Retrieval-Augmented Generation (RAG) system with zero external cloud data leakage: Ollama (Open-Weights LLM) + ChromaDB (Vector Store) + FastAPI + Next.js UI.
  • Constructed Hybrid Semantic Search combining dense vector retrieval (BGE-M3 embeddings in ChromaDB) and sparse lexical search (BM25) for automotive & engineering specifications.
  • Implemented high-accuracy vector indexing, semantic chunking, and similarity ranking in ChromaDB vector store.
  • Deployed a responsive Next.js conversational UI platform for internal engineering teams.

Mobile Developer (Internship) · VNB-IT

Jul 2025 - Sep 2025 · Pontoise, France (Remote)

Univers France Succès (UFS) Mobile App

  • Transformed complex Figma UI/UX designs into pixel-perfect, highly responsive React Native mobile screens.
  • Built cross-platform components with smooth 60fps gesture interactions for iOS and Android.
  • Integrated backend REST APIs and client state ensuring consistent mobile performance.

Frontend Developer (Seasonal) · Garista

Jul 2024 - Aug 2025 · Casablanca, Morocco (Remote)

Restaurant SaaS Platform · GITEX Africa Conference

  • Architected component system using React.js and Shadcn UI, reducing initial render latency by 35%.
  • Employed Redux Toolkit and TanStack React Query to boost client state efficiency and responsiveness.
  • Integrated payment gateways, authentication, and core SaaS billing workflows.
  • Showcased the live application at GITEX Africa tech conference to industry professionals.

Software Developer (Internship) · WHD Agency

Apr 2024 - Jun 2024 · Casablanca, Morocco

Full-Stack E-Commerce & Web Scraping (50k+ records/mo)

  • Constructed automated product management tools reducing manual inventory updates by 80%.
  • Created high-throughput Python web scrapers harvesting 50,000+ catalog listings monthly.
  • Integrated REST APIs connecting Laravel backend services with interactive Next.js interfaces.

Web Automation Intern · Digimperial

Jul 2023 - Aug 2023 · Casablanca, Morocco

Web Automation & CAPTCHA Resolution (92% Accuracy)

  • Engineered automated CAPTCHA-solving algorithms with 92% automated success rate.
  • Automated form submission workflows processing 500+ daily forms with Selenium.

Technical Skills Matrix

AI, RAG & Machine Learning

RAG Systems, Local LLMs (Ollama), ChromaDB, FAISS, Hybrid Search (BGE-M3/BM25), FastAPI, LangChain, LlamaIndex, Deep Learning (DL), Machine Learning (ML), Embeddings & Tokenization.

Frontend & Mobile

React 19, Next.js 15, Astro, React Native, Flutter, TypeScript, Tailwind CSS v4, Shadcn UI, React Query, Redux Toolkit, React Hook Form, Figma.

Backend & DevOps

Nest.js, Spring Boot, Python, Node.js, Laravel, PHP, PostgreSQL, MySQL, Redis, RESTful APIs, WebSockets, Docker, Kubernetes, CI/CD, DevOps.

Education

State Engineering Degree in Software Engineering

2024 - Present · In Progress

National Higher School of Artificial Intelligence and Data Sciences (ENSIASD) · Taroudant

Specialization in Software Engineering, Architecture & Quality, Big Data, Applied AI, Computer Vision & IoT.

University Diploma of Technology (DUT) in Software Engineering

2022 - 2024 · Graduated with Honors

Higher School of Technology (EST Sidi Bennour - Chouaib Doukkali University)

Associate's Degree · Technical curriculum in Frontend, Backend, Databases (SQL/UML), Networks, Algorithms & Data Structures.

Baccalaureate in Physical & Mathematical Sciences

2022

High School Jaafar El Fassi · Casablanca

National Scientific Curriculum · Physics, Mathematics, and General Subjects.