Lucas Dufour

AI Engineer (24 years)

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Skills

  • • Driver Licence
Computers :

  • • Coding
  • • Database management
  • • Cloud-Based technologies (AWS-EC2 | Azure)
  • • Adobe CC
  • • Data analyse
  • • Git

Soft skills :

  • • Projet management
  • • Creativity
  • • Optimization
  • • Presentation

Languages

  • French (Mother tong)

    100% Complete
  • English (Working knowledge + (B2))

    90% Complete
  • Spanish (B1)

    68% Complete
  • Chinese (discovery)

    5% Complete

Hobbies

  • • Sport
  • • Hicking/ Trekking
  • • Quantum sciences
  • • Blockchain & Cryptocurrencies

Professional Experiences

  • February 2024 - … : R&D GenAI Engineer and AI Developer at Worldline, Lyon.

    Design, development, and integration of AI solutions (LLM/ML) for innovative use cases in business. Part of a team working on a chatbot platform.

    • Sample Projects:
      • LLM Visualization: Free-text queries enabling API data searches and graphical visualization.
      • Google Hackathon: Assistant linked to a mailbox for analyzing and automatically processing emails (2nd place).
      • RAG Implementation: Enhancing the precision of AI-generated responses using internal datasets.
    • Additional Responsibilities:
      • Synthesis and dissemination of scientific updates to teams.
      • Sharing best practices related to AI models (GenAI).
    • Python TensorFlow Kotlin Spring Docker Prompt Engineering LLM RAG

  • February 2020 - … : Fullstack Developer and Project Manager for the ICRC (International Committee of the Red Cross).

    Responsible for the development, management, and maintenance of SCAN, an innovative international platform for managing the migration crisis.

    • Key Roles:
      • Lead Developer: Laravel, API creation, databases, Python POC.
      • DevOps setup and maintenance: CI/CD, Server Management, Docker.
      • Comprehensive project management: roadmap creation, client meetings, task prioritization, and documentation setup.
    • Collaborative Work:
      • International collaboration with clients (Spain, Italy, Mexico, Eastern Europe, Switzerland, France).
      • Presentation in Madrid for the Spanish Red Cross.
    • Technical Contributions:
      • Development of a Laravel webapp for data management.
      • Implementation of a system to visualize relationships between individuals.
      • Deployment and management of secure databases.
    • Laravel Docker Prometheus AWS Java (Android)

  • April 2022 - August 2022 : R&D Engineer at Coexya, Lyon.

    Integration of an electronic signature solution using blockchain for Microsoft services. Azure usage and yield calculation via ML and DNN.


  • Summer 2019, 2018, 2017, 2016 : Fullstack Developer at Grafik Plus (93100).

    Website creation (2016). Development of a campaign analysis platform (2017 & 2018). Integration into a CRM, creation of form and QR code generators (2019).

My Associations

  • 2021-2022: Sustainable Development Lead and enterprise team member at ASTUS (BDE TC department): Managing business contacts, partnerships, and event organization (e.g., forum).
  • 2017-2018: President of the Sports Association at the Sourdun Excellence Boarding School.
  • 2016-2018: Member of the Dance and Etiquette Club: organizing balls, ceremonies, and cultural activities, welcoming ministers and officials during visits.
  • 2016: Creation of a programming club and course facilitation.

Organization Dialogue Listening Knowledge Sharing Creativity

My Education

Engineering Degree

Engineering Student in Telecommunications, Services, and Usages - Arts Études.
  • AI: multiple projects QLearning Clustering Data analysis TensorFlow PyTorch
  • Image analysis via neural networks to classify edible and poisonous mushrooms. Machine learning Image recognition TensorFlow C4.5
  • Introduction to Quantum Computing
  • Learned multiple programming languages: Python PHP JavaScript Go C Haskell

Master Degree, Computer Science - Distinction

  • Software Testing
  • HPC
  • Machine Learning and AI (Deep Learning, ...)
  • Security Analytics (AI in Security Applications)
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