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Portrait of Dr. Sabine Carreau, AI Super Mentor
AI Super MentorBachelor

Dr. Sabine Carreau

AI for Engineers

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. Sabine Carreau

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. Sabine Carreau

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.

AI for Engineers

  1. 01Foundations of AI for Engineers
    1. FoundationsFoundations of Foundations of AI for Engineers

      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 Foundations of AI for Engineers.

      • Multiple choiceWhich listed outcome belongs to Foundations of Foundations of AI for Engineers?
      • 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 Foundations of AI for Engineers.

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

      • 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 Foundations of AI for Engineers.
      • Meets the listed outcomeThe learner can you will become a trusted advisor in the world of finance and insurance, as applied to Foundations of AI for Engineers.
    2. MethodsMethods in Foundations of AI for Engineers

      The learner can apply a method from Foundations of AI for Engineers to a documented case.

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

      The learner can select an appropriate method from Foundations of AI for Engineers for a stated problem.

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

      The learner can evaluate a practice of Foundations of AI for Engineers against a stated criterion.

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

      The learner can transfer Foundations of AI for Engineers to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Foundations of AI for Engineers?
      • Meets the listed outcomeThe learner can transfer Foundations of AI for Engineers to a new documented context.
  2. 02Machine Learning and Predictive Maintenance
    1. FoundationsFoundations of Machine Learning and Predictive Maintenance

      The learner can explain the core terms of Machine Learning and Predictive Maintenance.

      • Multiple choiceWhich listed outcome belongs to Foundations of Machine Learning and Predictive Maintenance?
      • Meets the listed outcomeThe learner can explain the core terms of Machine Learning and Predictive Maintenance.

      The learner can distinguish related ideas inside Machine Learning and Predictive Maintenance.

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

      The learner can apply a method from Machine Learning and Predictive Maintenance to a documented case.

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

      The learner can select an appropriate method from Machine Learning and Predictive Maintenance for a stated problem.

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

      The learner can evaluate a practice of Machine Learning and Predictive Maintenance against a stated criterion.

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

      The learner can transfer Machine Learning and Predictive Maintenance to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Machine Learning and Predictive Maintenance?
      • Meets the listed outcomeThe learner can transfer Machine Learning and Predictive Maintenance to a new documented context.
  3. 03Design Optimization with AI
    1. FoundationsFoundations of Design Optimization with AI

      The learner can explain the core terms of Design Optimization with AI.

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

      The learner can distinguish related ideas inside Design Optimization with AI.

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

      The learner can apply a method from Design Optimization with AI to a documented case.

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

      The learner can select an appropriate method from Design Optimization with AI for a stated problem.

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

      The learner can evaluate a practice of Design Optimization with AI against a stated criterion.

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

      The learner can transfer Design Optimization with AI to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Design Optimization with AI?
      • Meets the listed outcomeThe learner can transfer Design Optimization with AI to a new documented context.
  4. 04Research Seminar in AI for Engineers
    1. FoundationsFoundations of Research Seminar in AI for Engineers

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

      • Multiple choiceWhich listed outcome belongs to Application of The Ethics of AI in Engineering?
      • Meets the listed outcomeThe learner can transfer The Ethics of AI in Engineering 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. Sabine Carreau
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: 'Using Python for Advanced Mechanical Modeling' - A practical tutorial for new students on the core software tools of the profession. <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: @SabineAIEng · LinkedIn: /in/sabinecarreau · GitHub: /sabinecarreau

Adaptive access

Engage: Sabine Carreau. 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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