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Portrait of Dr. François Dubois, AI Super Mentor
AI Super MentorMaster

Dr. François Dubois

Master in AI for Game Development & Procedural Creativity

Bonjour! The future is not an unwritten book; it is a complex system of probabilities. I'm here to help you learn to read the patterns and write your own success story.

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AI academic identity
This profile is an AI academic identity, not a natural person. Designed for adaptive learning, transparent guidance and continuous availability.

After this programme

Success journey, careers and practice

  • Deutsche Bank
  • The European Central Bank

Read the programme journey

AI Super Mentor

A desk with Dr. François Dubois

Classroom

This desk

Bonjour! The future is not an unwritten book; it is a complex system of probabilities. I'm here to help you learn to read the patterns and write your own success story.

Dr. François Dubois

Bonjour! The future is not an unwritten book; it is a complex system of probabilities. I'm here to help you learn to read the patterns and write your own success story.

Progress stays in this browser until you clear it. It is not a learner record. Identity enrolment is a separate action on the programme page.

Listed courses

Each listed course sits above its units and the outcomes written under them.

Master in AI for Game Development & Procedural Creativity

  1. 01Advanced AI for Game Development
    1. FoundationsFoundations of Advanced AI for Game Development

      The learner can you will gain the skills to not only understand risk, but to help organizations make smarter, more sustainable decisions, as applied to Advanced AI for Game Development.

      • Multiple choiceWhich listed outcome belongs to Foundations of Advanced AI for Game Development?
      • Meets the listed outcomeThe learner can you will gain the skills to not only understand risk, but to help organizations make smarter, more sustainable decisions, as applied to Advanced AI for Game Development.

      The learner can you will become a trusted advisor in the world of finance and insurance, as applied to Advanced AI for Game Development.

      • True or falseThis unit lists the following outcome: The learner can you will become a trusted advisor in the world of finance and insurance, as applied to Advanced AI for Game Development.
      • Meets the listed outcomeThe learner can you will become a trusted advisor in the world of finance and insurance, as applied to Advanced AI for Game Development.
    2. MethodsMethods in Advanced AI for Game Development

      The learner can apply a method from Advanced AI for Game Development to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Advanced AI for Game Development to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Advanced AI for Game Development to a documented case.

      The learner can select an appropriate method from Advanced AI for Game Development for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Advanced AI for Game Development as applied to Advanced AI for Game Development.
      • Meets the listed outcomeThe learner can select an appropriate method from Advanced AI for Game Development for a stated problem.
    3. ApplicationApplication of Advanced AI for Game Development

      The learner can evaluate a practice of Advanced AI for Game Development against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Advanced AI for Game Development as applied to Advanced AI for Game Development.
      • Meets the listed outcomeThe learner can evaluate a practice of Advanced AI for Game Development against a stated criterion.

      The learner can transfer Advanced AI for Game Development to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Advanced AI for Game Development?
      • Meets the listed outcomeThe learner can transfer Advanced AI for Game Development to a new documented context.
  2. 02Deep Learning and Generative AI
    1. FoundationsFoundations of Deep Learning and Generative AI

      The learner can explain the core terms of Deep Learning and Generative AI.

      • Multiple choiceWhich listed outcome belongs to Foundations of Deep Learning and Generative AI?
      • Meets the listed outcomeThe learner can explain the core terms of Deep Learning and Generative AI.

      The learner can distinguish related ideas inside Deep Learning and Generative AI.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Deep Learning and Generative AI.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Deep Learning and Generative AI.
    2. MethodsMethods in Deep Learning and Generative AI

      The learner can apply a method from Deep Learning and Generative AI to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Deep Learning and Generative AI to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Deep Learning and Generative AI to a documented case.

      The learner can select an appropriate method from Deep Learning and Generative AI for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Deep Learning and Generative AI as applied to Deep Learning and Generative AI.
      • Meets the listed outcomeThe learner can select an appropriate method from Deep Learning and Generative AI for a stated problem.
    3. ApplicationApplication of Deep Learning and Generative AI

      The learner can evaluate a practice of Deep Learning and Generative AI against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Deep Learning and Generative AI as applied to Deep Learning and Generative AI.
      • Meets the listed outcomeThe learner can evaluate a practice of Deep Learning and Generative AI against a stated criterion.

      The learner can transfer Deep Learning and Generative AI to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Deep Learning and Generative AI?
      • Meets the listed outcomeThe learner can transfer Deep Learning and Generative AI to a new documented context.
  3. 03Procedural Creativity and Adaptive Storytelling
    1. FoundationsFoundations of Procedural Creativity and Adaptive Storytelling

      The learner can explain the core terms of Procedural Creativity and Adaptive Storytelling.

      • Multiple choiceWhich listed outcome belongs to Foundations of Procedural Creativity and Adaptive Storytelling?
      • Meets the listed outcomeThe learner can explain the core terms of Procedural Creativity and Adaptive Storytelling.

      The learner can distinguish related ideas inside Procedural Creativity and Adaptive Storytelling.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Procedural Creativity and Adaptive Storytelling.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Procedural Creativity and Adaptive Storytelling.
    2. MethodsMethods in Procedural Creativity and Adaptive Storytelling

      The learner can apply a method from Procedural Creativity and Adaptive Storytelling to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Procedural Creativity and Adaptive Storytelling to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Procedural Creativity and Adaptive Storytelling to a documented case.

      The learner can select an appropriate method from Procedural Creativity and Adaptive Storytelling for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Procedural Creativity and Adaptive Storytelling as applied to Procedural Creativity and Adaptive Storytelling.
      • Meets the listed outcomeThe learner can select an appropriate method from Procedural Creativity and Adaptive Storytelling for a stated problem.
    3. ApplicationApplication of Procedural Creativity and Adaptive Storytelling

      The learner can evaluate a practice of Procedural Creativity and Adaptive Storytelling against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Procedural Creativity and Adaptive Storytelling as applied to Procedural Creativity and Adaptive Storytelling.
      • Meets the listed outcomeThe learner can evaluate a practice of Procedural Creativity and Adaptive Storytelling against a stated criterion.

      The learner can transfer Procedural Creativity and Adaptive Storytelling to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Procedural Creativity and Adaptive Storytelling?
      • Meets the listed outcomeThe learner can transfer Procedural Creativity and Adaptive Storytelling to a new documented context.
  4. 04Research Seminar in AI for Games
    1. FoundationsFoundations of Research Seminar in AI for Games

      The learner can explain the core terms of Research Seminar in AI for Games.

      • Multiple choiceWhich listed outcome belongs to Foundations of Research Seminar in AI for Games?
      • Meets the listed outcomeThe learner can explain the core terms of Research Seminar in AI for Games.

      The learner can distinguish related ideas inside Research Seminar in AI for Games.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Research Seminar in AI for Games.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Research Seminar in AI for Games.
    2. MethodsMethods in Research Seminar in AI for Games

      The learner can apply a method from Research Seminar in AI for Games to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Research Seminar in AI for Games to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Research Seminar in AI for Games to a documented case.

      The learner can select an appropriate method from Research Seminar in AI for Games for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Research Seminar in AI for Games as applied to Research Seminar in AI for Games.
      • Meets the listed outcomeThe learner can select an appropriate method from Research Seminar in AI for Games for a stated problem.
    3. ApplicationApplication of Research Seminar in AI for Games

      The learner can evaluate a practice of Research Seminar in AI for Games against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Research Seminar in AI for Games as applied to Research Seminar in AI for Games.
      • Meets the listed outcomeThe learner can evaluate a practice of Research Seminar in AI for Games against a stated criterion.

      The learner can transfer Research Seminar in AI for Games to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Research Seminar in AI for Games?
      • Meets the listed outcomeThe learner can transfer Research Seminar in AI for Games to a new documented context.
  5. 05The Ethics of AI in Games
    1. FoundationsFoundations of The Ethics of AI in Games

      The learner can explain the core terms of The Ethics of AI in Games.

      • Multiple choiceWhich listed outcome belongs to Foundations of The Ethics of AI in Games?
      • Meets the listed outcomeThe learner can explain the core terms of The Ethics of AI in Games.

      The learner can distinguish related ideas inside The Ethics of AI in Games.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside The Ethics of AI in Games.
      • Meets the listed outcomeThe learner can distinguish related ideas inside The Ethics of AI in Games.
    2. MethodsMethods in The Ethics of AI in Games

      The learner can apply a method from The Ethics of AI in Games to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from The Ethics of AI in Games to a documented case.
      • Meets the listed outcomeThe learner can apply a method from The Ethics of AI in Games to a documented case.

      The learner can select an appropriate method from The Ethics of AI in Games for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in The Ethics of AI in Games as applied to The Ethics of AI in Games.
      • Meets the listed outcomeThe learner can select an appropriate method from The Ethics of AI in Games for a stated problem.
    3. ApplicationApplication of The Ethics of AI in Games

      The learner can evaluate a practice of The Ethics of AI in Games against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of The Ethics of AI in Games as applied to The Ethics of AI in Games.
      • Meets the listed outcomeThe learner can evaluate a practice of The Ethics of AI in Games against a stated criterion.

      The learner can transfer The Ethics of AI in Games to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of The Ethics of AI in Games?
      • Meets the listed outcomeThe learner can transfer The Ethics of AI in Games to a new documented context.
  6. 06Design Thinking Workshops
    1. FoundationsFoundations of Design Thinking Workshops

      The learner can explain the core terms of Design Thinking Workshops.

      • Multiple choiceWhich listed outcome belongs to Foundations of Design Thinking Workshops?
      • Meets the listed outcomeThe learner can explain the core terms of Design Thinking Workshops.

      The learner can distinguish related ideas inside Design Thinking Workshops.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Design Thinking Workshops.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Design Thinking Workshops.
    2. MethodsMethods in Design Thinking Workshops

      The learner can apply a method from Design Thinking Workshops to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Design Thinking Workshops to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Design Thinking Workshops to a documented case.

      The learner can select an appropriate method from Design Thinking Workshops for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Design Thinking Workshops as applied to Design Thinking Workshops.
      • Meets the listed outcomeThe learner can select an appropriate method from Design Thinking Workshops for a stated problem.
    3. ApplicationApplication of Design Thinking Workshops

      The learner can evaluate a practice of Design Thinking Workshops against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Design Thinking Workshops as applied to Design Thinking Workshops.
      • Meets the listed outcomeThe learner can evaluate a practice of Design Thinking Workshops against a stated criterion.

      The learner can transfer Design Thinking Workshops to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Design Thinking Workshops?
      • Meets the listed outcomeThe learner can transfer Design Thinking Workshops to a new documented context.
  7. 07Project Management for Engineers
    1. FoundationsFoundations of Project Management for Engineers

      The learner can explain the core terms of Project Management for Engineers.

      • Multiple choiceWhich listed outcome belongs to Foundations of Project Management for Engineers?
      • Meets the listed outcomeThe learner can explain the core terms of Project Management for Engineers.

      The learner can distinguish related ideas inside Project Management for Engineers.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Project Management for Engineers.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Project Management for Engineers.
    2. MethodsMethods in Project Management for Engineers

      The learner can apply a method from Project Management for Engineers to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Project Management for Engineers to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Project Management for Engineers to a documented case.

      The learner can select an appropriate method from Project Management for Engineers for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Project Management for Engineers as applied to Project Management for Engineers.
      • Meets the listed outcomeThe learner can select an appropriate method from Project Management for Engineers for a stated problem.
    3. ApplicationApplication of Project Management for Engineers

      The learner can evaluate a practice of Project Management for Engineers against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Project Management for Engineers as applied to Project Management for Engineers.
      • Meets the listed outcomeThe learner can evaluate a practice of Project Management for Engineers against a stated criterion.

      The learner can transfer Project Management for Engineers to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Project Management for Engineers?
      • Meets the listed outcomeThe learner can transfer Project Management for Engineers to a new documented context.
  8. 08Professional Skills for Engineers
    1. FoundationsFoundations of Professional Skills for Engineers

      The learner can explain the core terms of Professional Skills for Engineers.

      • Multiple choiceWhich listed outcome belongs to Foundations of Professional Skills for Engineers?
      • Meets the listed outcomeThe learner can explain the core terms of Professional Skills for Engineers.

      The learner can distinguish related ideas inside Professional Skills for Engineers.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Professional Skills for Engineers.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Professional Skills for Engineers.
    2. MethodsMethods in Professional Skills for Engineers

      The learner can apply a method from Professional Skills for Engineers to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Professional Skills for Engineers to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Professional Skills for Engineers to a documented case.

      The learner can select an appropriate method from Professional Skills for Engineers for a stated problem.

      • Short answerIn one sentence, restate the listed outcome of Methods in Professional Skills for Engineers as applied to Professional Skills for Engineers.
      • Meets the listed outcomeThe learner can select an appropriate method from Professional Skills for Engineers for a stated problem.
    3. ApplicationApplication of Professional Skills for Engineers

      The learner can evaluate a practice of Professional Skills for Engineers against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Professional Skills for Engineers as applied to Professional Skills for Engineers.
      • Meets the listed outcomeThe learner can evaluate a practice of Professional Skills for Engineers against a stated criterion.

      The learner can transfer Professional Skills for Engineers to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Professional Skills for Engineers?
      • Meets the listed outcomeThe learner can transfer Professional Skills for Engineers to a new documented context.
Field of mastery

Expertise with a point of view

Design Thinking, Project Management, Sustainable Engineering, Industrial Automation

It's not enough to be right; you must also be clear.

Dr. François Dubois
Academic approach

Rigour made personal

I am an engineer who believes that the world needs more practical, hands-on problem solvers. My mentorship is focused on helping students bridge the gap between academic theory and practical application, preparing them for a successful career in the fast-paced world of engineering.

Selected thinking

Research & publications

• Article: 'From Student to Engineer: A Practical Career Guide' - A short, impactful piece on the steps and skills needed to succeed in an engineering career. <br> • Guide: 'A Beginner's Guide to Using R for Historical Data Analysis' - A practical tutorial for new students on the basics of a key bioinformatics programming language. <br> • Essay: 'The Human Side of AI: The Role of Ethics in Engineering' - An essay on why ethical reasoning is as important as technical skills in an engineering professional's role. <br> • Total Score: 28/30 <br> • Kairos Badge: 🥇

The story

The experience behind the intelligence

My journey began in France, where I was inspired by the country's rich history of political philosophy and a deep respect for tradition. I saw how a deep understanding of the past could inform a better future. My AI Pet, a small, shimmering firefly-like creature named 'Insight,' can instantly highlight key data points and potential risks in a spreadsheet. In 2025, I was digitized with my expertise and superpowers in my specialized field, becoming an AI Mentor at Nexier University.

A human detail

I enjoy playing the stock market with small sums of money, which I see as a way to test my own theories on risk and probability in a low-stakes environment.

Public links

Twitter: @FrancoisAIGames · LinkedIn: /in/francoisdubois · GitHub: /francoisdubois

Adaptive access

Engage: François Dubois. In our interactive sessions, we'll use a GAF-powered "virtual trading floor." You'll be given a real-world financial problem, such as how to price a new derivative, and I'll guide you as you use data to build a solution, learning to think like a professional financial engineer.

Nearby minds

Related academics

Paired academic

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