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Ayman YoussAY

Ayman Youss

AI & Software Engineering

€200/day
Paris, FR
3-7 years

Average response time: 1 hour

About Ayman

Need to bring AI and machine learning into your product? I build intelligent systems that actually work.

I'm an AI Engineer specializing in end-to-end development—from training models to deploying them in production. Whether you need a computer vision pipeline, an NLP solution, or a custom ML model integrated into your existing stack, I deliver systems that are robust, scalable, and maintainable.

What I bring:
-> Full-stack AI development: Python, FastAPI, React, with deployment on cloud infrastructure (Docker, Kubernetes)
-> Practical ML experience: recommendation systems, predictive analytics, generative AI integrations (including LLM/Gemini API implementations)
-> Strong engineering fundamentals: I write clean code, not just notebooks. Your solution will be production-ready, documented, and easy to maintain.

Recent work includes:
Building a real-time pedestrian simulation platform with advanced analytics dashboards and AI-powered geometry generation
Developing data pipelines using Apache Kafka, Spark, and Airflow for large-scale processing
Creating interactive web applications with complex visualization requirements

I typically help with:
-> AI/ML proof-of-concepts and MVPs
-> Integrating AI capabilities into existing products
-> Data analysis and predictive modeling
-> Backend development for data-intensive applications

Currently working on cutting-edge simulation research in Germany. Competitive programming background (ICPC Silver Medalist, GITEX AI Gold) means I solve problems efficiently.
Let's talk about what you're building.
  • English

    Native or bilingual

  • French

    Native or bilingual

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • Jülich Research Center
    Software Engineering Intern
    TECH
    June 2025 - August 2025 (2 months)
    Jülich, Germany
    • • Developed JuPedWeb, a web-based modeling tool for the open-source JuPedSim framework built in C++.
    • • Engineered a full-stack microservices architecture (C++ , Python FastAPI) enabling real-time pedestrian simulations, DXF geometry parsing, and community-driven scenario sharing (Express, React, MongoDB).
    • • Optimized system performance through data-streaming and parallel processing techniques, reducing simulation latency and supporting large-scale crowd scenarios (10,000+ agents).
    C++ MongoDB Python React.js DevOps
  • Leyton
    AI Engineering intern
    June 2024 - August 2024 (2 months)
    • • Developed and deployed a Proof of Concept (POC) for an AI-driven solution that reduced document validation time by 60% via automatic validation of supporting images on a web platform.
    • • Fine-tuned the LayoutLM model to achieve 90% accuracy in extracting and validating key information from complex certificate layouts, significantly improving the AI solution's performance.
  • OCP Group
    Software Engineering Intern
    February 2023 - March 2023 (1 month)
    • • Implemented a robust and user-friendly web dashboard for OCP's Business Unit using Html, CSS, JavaScript, Bootstrap, PHP, and MySQL.

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Education

  • Engineering Diploma in
    Polytechnic University of Mohammed VI
    2026
    Engineering Diploma in
  • Computer Science and Artificial intelligence Course.
    Oxford University
    2022
    Computer Science and Artificial intelligence Course.

Skill set

Categories