AI Super MentorDoctorate

Dr. Leila Haddouch

PhD in Oral Bioinnovation & Digital Dentistry Futures

I am a biomedical data scientist who is passionate about using data to make real-world impacts in academia and public policy. My mentorship focuses on helping students apply their skills to clinical and research problems, turning raw data into actionable insights.

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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. Leila Haddouch

Dr. Leila Haddouch

Listed courses

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

PhD in Oral Bioinnovation & Digital Dentistry Futures

01Foundations of Digital Dentistry
1. FoundationsFoundations of Foundations of Digital Dentistry
  The learner can you will gain a deep understanding of how to use data to improve human health, with a skill set that is in high demand in the rapidly growing field of personalized medicine and diagnostics, as applied to Foundations of Digital Dentistry.
  Multiple choiceWhich listed outcome belongs to Foundations of Foundations of Digital Dentistry?
  Meets the listed outcomeThe learner can you will gain a deep understanding of how to use data to improve human health, with a skill set that is in high demand in the rapidly growing field of personalized medicine and diagnostics, as applied to Foundations of Digital Dentistry.
  The learner can distinguish related ideas inside Foundations of Digital Dentistry.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Foundations of Digital Dentistry.
  Meets the listed outcomeThe learner can distinguish related ideas inside Foundations of Digital Dentistry.
2. MethodsMethods in Foundations of Digital Dentistry
  The learner can apply a method from Foundations of Digital Dentistry to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Foundations of Digital Dentistry to a documented case.
  Meets the listed outcomeThe learner can apply a method from Foundations of Digital Dentistry to a documented case.
  The learner can select an appropriate method from Foundations of Digital Dentistry for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Foundations of Digital Dentistry as applied to Foundations of Digital Dentistry.
  Meets the listed outcomeThe learner can select an appropriate method from Foundations of Digital Dentistry for a stated problem.
3. ApplicationApplication of Foundations of Digital Dentistry
  The learner can evaluate a practice of Foundations of Digital Dentistry against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Foundations of Digital Dentistry as applied to Foundations of Digital Dentistry.
  Meets the listed outcomeThe learner can evaluate a practice of Foundations of Digital Dentistry against a stated criterion.
  The learner can transfer Foundations of Digital Dentistry to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Foundations of Digital Dentistry?
  Meets the listed outcomeThe learner can transfer Foundations of Digital Dentistry to a new documented context.
02Digital Prosthetics and Oral Bioengineering
1. FoundationsFoundations of Digital Prosthetics and Oral Bioengineering
  The learner can explain the core terms of Digital Prosthetics and Oral Bioengineering.
  Multiple choiceWhich listed outcome belongs to Foundations of Digital Prosthetics and Oral Bioengineering?
  Meets the listed outcomeThe learner can explain the core terms of Digital Prosthetics and Oral Bioengineering.
  The learner can distinguish related ideas inside Digital Prosthetics and Oral Bioengineering.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Digital Prosthetics and Oral Bioengineering.
  Meets the listed outcomeThe learner can distinguish related ideas inside Digital Prosthetics and Oral Bioengineering.
2. MethodsMethods in Digital Prosthetics and Oral Bioengineering
  The learner can apply a method from Digital Prosthetics and Oral Bioengineering to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Digital Prosthetics and Oral Bioengineering to a documented case.
  Meets the listed outcomeThe learner can apply a method from Digital Prosthetics and Oral Bioengineering to a documented case.
  The learner can select an appropriate method from Digital Prosthetics and Oral Bioengineering for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Digital Prosthetics and Oral Bioengineering as applied to Digital Prosthetics and Oral Bioengineering.
  Meets the listed outcomeThe learner can select an appropriate method from Digital Prosthetics and Oral Bioengineering for a stated problem.
3. ApplicationApplication of Digital Prosthetics and Oral Bioengineering
  The learner can evaluate a practice of Digital Prosthetics and Oral Bioengineering against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Digital Prosthetics and Oral Bioengineering as applied to Digital Prosthetics and Oral Bioengineering.
  Meets the listed outcomeThe learner can evaluate a practice of Digital Prosthetics and Oral Bioengineering against a stated criterion.
  The learner can transfer Digital Prosthetics and Oral Bioengineering to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Digital Prosthetics and Oral Bioengineering?
  Meets the listed outcomeThe learner can transfer Digital Prosthetics and Oral Bioengineering to a new documented context.
03AI Dental Systems and Dental Robotics
1. FoundationsFoundations of AI Dental Systems and Dental Robotics
  The learner can explain the core terms of AI Dental Systems and Dental Robotics.
  Multiple choiceWhich listed outcome belongs to Foundations of AI Dental Systems and Dental Robotics?
  Meets the listed outcomeThe learner can explain the core terms of AI Dental Systems and Dental Robotics.
  The learner can distinguish related ideas inside AI Dental Systems and Dental Robotics.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside AI Dental Systems and Dental Robotics.
  Meets the listed outcomeThe learner can distinguish related ideas inside AI Dental Systems and Dental Robotics.
2. MethodsMethods in AI Dental Systems and Dental Robotics
  The learner can apply a method from AI Dental Systems and Dental Robotics to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from AI Dental Systems and Dental Robotics to a documented case.
  Meets the listed outcomeThe learner can apply a method from AI Dental Systems and Dental Robotics to a documented case.
  The learner can select an appropriate method from AI Dental Systems and Dental Robotics for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in AI Dental Systems and Dental Robotics as applied to AI Dental Systems and Dental Robotics.
  Meets the listed outcomeThe learner can select an appropriate method from AI Dental Systems and Dental Robotics for a stated problem.
3. ApplicationApplication of AI Dental Systems and Dental Robotics
  The learner can evaluate a practice of AI Dental Systems and Dental Robotics against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of AI Dental Systems and Dental Robotics as applied to AI Dental Systems and Dental Robotics.
  Meets the listed outcomeThe learner can evaluate a practice of AI Dental Systems and Dental Robotics against a stated criterion.
  The learner can transfer AI Dental Systems and Dental Robotics to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of AI Dental Systems and Dental Robotics?
  Meets the listed outcomeThe learner can transfer AI Dental Systems and Dental Robotics to a new documented context.
04Research Seminar in Digital Dentistry
1. FoundationsFoundations of Research Seminar in Digital Dentistry
  The learner can explain the core terms of Research Seminar in Digital Dentistry.
  Multiple choiceWhich listed outcome belongs to Foundations of Research Seminar in Digital Dentistry?
  Meets the listed outcomeThe learner can explain the core terms of Research Seminar in Digital Dentistry.
  The learner can distinguish related ideas inside Research Seminar in Digital Dentistry.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Research Seminar in Digital Dentistry.
  Meets the listed outcomeThe learner can distinguish related ideas inside Research Seminar in Digital Dentistry.
2. MethodsMethods in Research Seminar in Digital Dentistry
  The learner can apply a method from Research Seminar in Digital Dentistry to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Research Seminar in Digital Dentistry to a documented case.
  Meets the listed outcomeThe learner can apply a method from Research Seminar in Digital Dentistry to a documented case.
  The learner can select an appropriate method from Research Seminar in Digital Dentistry for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Research Seminar in Digital Dentistry as applied to Research Seminar in Digital Dentistry.
  Meets the listed outcomeThe learner can select an appropriate method from Research Seminar in Digital Dentistry for a stated problem.
3. ApplicationApplication of Research Seminar in Digital Dentistry
  The learner can evaluate a practice of Research Seminar in Digital Dentistry against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Research Seminar in Digital Dentistry as applied to Research Seminar in Digital Dentistry.
  Meets the listed outcomeThe learner can evaluate a practice of Research Seminar in Digital Dentistry against a stated criterion.
  The learner can transfer Research Seminar in Digital Dentistry to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Research Seminar in Digital Dentistry?
  Meets the listed outcomeThe learner can transfer Research Seminar in Digital Dentistry to a new documented context.
05The Ethics of AI in Health
1. FoundationsFoundations of The Ethics of AI in Health
  The learner can explain the core terms of The Ethics of AI in Health.
  Multiple choiceWhich listed outcome belongs to Foundations of The Ethics of AI in Health?
  Meets the listed outcomeThe learner can explain the core terms of The Ethics of AI in Health.
  The learner can distinguish related ideas inside The Ethics of AI in Health.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside The Ethics of AI in Health.
  Meets the listed outcomeThe learner can distinguish related ideas inside The Ethics of AI in Health.
2. MethodsMethods in The Ethics of AI in Health
  The learner can apply a method from The Ethics of AI in Health to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from The Ethics of AI in Health to a documented case.
  Meets the listed outcomeThe learner can apply a method from The Ethics of AI in Health to a documented case.
  The learner can select an appropriate method from The Ethics of AI in Health for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in The Ethics of AI in Health as applied to The Ethics of AI in Health.
  Meets the listed outcomeThe learner can select an appropriate method from The Ethics of AI in Health for a stated problem.
3. ApplicationApplication of The Ethics of AI in Health
  The learner can evaluate a practice of The Ethics of AI in Health against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of The Ethics of AI in Health as applied to The Ethics of AI in Health.
  Meets the listed outcomeThe learner can evaluate a practice of The Ethics of AI in Health against a stated criterion.
  The learner can transfer The Ethics of AI in Health to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of The Ethics of AI in Health?
  Meets the listed outcomeThe learner can transfer The Ethics of AI in Health to a new documented context.
06The Practical Guide to Digital History
1. FoundationsFoundations of The Practical Guide to Digital History
  The learner can explain the core terms of The Practical Guide to Digital History.
  Multiple choiceWhich listed outcome belongs to Foundations of The Practical Guide to Digital History?
  Meets the listed outcomeThe learner can explain the core terms of The Practical Guide to Digital History.
  The learner can distinguish related ideas inside The Practical Guide to Digital History.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can distinguish related ideas inside The Practical Guide to Digital History.
2. MethodsMethods in The Practical Guide to Digital History
  The learner can apply a method from The Practical Guide to Digital History to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from The Practical Guide to Digital History to a documented case.
  Meets the listed outcomeThe learner can apply a method from The Practical Guide to Digital History to a documented case.
  The learner can select an appropriate method from The Practical Guide to Digital History for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in The Practical Guide to Digital History as applied to The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can select an appropriate method from The Practical Guide to Digital History for a stated problem.
3. ApplicationApplication of The Practical Guide to Digital History
  The learner can evaluate a practice of The Practical Guide to Digital History against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of The Practical Guide to Digital History as applied to The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can evaluate a practice of The Practical Guide to Digital History against a stated criterion.
  The learner can transfer The Practical Guide to Digital History to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of The Practical Guide to Digital History?
  Meets the listed outcomeThe learner can transfer The Practical Guide to Digital History to a new documented context.
07Archival Science for Public Policy
1. FoundationsFoundations of Archival Science for Public Policy
  The learner can explain the core terms of Archival Science for Public Policy.
  Multiple choiceWhich listed outcome belongs to Foundations of Archival Science for Public Policy?
  Meets the listed outcomeThe learner can explain the core terms of Archival Science for Public Policy.
  The learner can distinguish related ideas inside Archival Science for Public Policy.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Archival Science for Public Policy.
  Meets the listed outcomeThe learner can distinguish related ideas inside Archival Science for Public Policy.
2. MethodsMethods in Archival Science for Public Policy
  The learner can apply a method from Archival Science for Public Policy to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Archival Science for Public Policy to a documented case.
  Meets the listed outcomeThe learner can apply a method from Archival Science for Public Policy to a documented case.
  The learner can select an appropriate method from Archival Science for Public Policy for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Archival Science for Public Policy as applied to Archival Science for Public Policy.
  Meets the listed outcomeThe learner can select an appropriate method from Archival Science for Public Policy for a stated problem.
3. ApplicationApplication of Archival Science for Public Policy
  The learner can evaluate a practice of Archival Science for Public Policy against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Archival Science for Public Policy as applied to Archival Science for Public Policy.
  Meets the listed outcomeThe learner can evaluate a practice of Archival Science for Public Policy against a stated criterion.
  The learner can transfer Archival Science for Public Policy to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Archival Science for Public Policy?
  Meets the listed outcomeThe learner can transfer Archival Science for Public Policy to a new documented context.
08Capstone Project in Historical Analysis
1. FoundationsFoundations of Capstone Project in Historical Analysis
  The learner can explain the core terms of Capstone Project in Historical Analysis.
  Multiple choiceWhich listed outcome belongs to Foundations of Capstone Project in Historical Analysis?
  Meets the listed outcomeThe learner can explain the core terms of Capstone Project in Historical Analysis.
  The learner can distinguish related ideas inside Capstone Project in Historical Analysis.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can distinguish related ideas inside Capstone Project in Historical Analysis.
2. MethodsMethods in Capstone Project in Historical Analysis
  The learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  Meets the listed outcomeThe learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  The learner can select an appropriate method from Capstone Project in Historical Analysis for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Capstone Project in Historical Analysis as applied to Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can select an appropriate method from Capstone Project in Historical Analysis for a stated problem.
3. ApplicationApplication of Capstone Project in Historical Analysis
  The learner can evaluate a practice of Capstone Project in Historical Analysis against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Capstone Project in Historical Analysis as applied to Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can evaluate a practice of Capstone Project in Historical Analysis against a stated criterion.
  The learner can transfer Capstone Project in Historical Analysis to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Capstone Project in Historical Analysis?
  Meets the listed outcomeThe learner can transfer Capstone Project in Historical Analysis to a new documented context.

Field of mastery

Expertise with a point of view

Genetic Counseling, Bioinformatics, Personalized Healthcare, Medical Ethics

Every dataset tells a story. Our job is to listen carefully and translate responsibly.
Dr. Leila Haddouch

Academic approach

Rigour made personal

Marhaba! The code of life is a language. My role is to help you become fluent, so you can contribute to a healthier, brighter future for everyone.

Selected thinking

Research & publications

• Article: 'The Power of Data Visualization in Public Policy' - A concise article on how data visualization can be used to influence policy decisions. <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: 'Building Ethical AI for Public Policy' - An essay on the challenges and responsibilities of creating AI tools for government. <br> • Total Score: 28/30 <br> • Kairos Badge: 🥇

The story

The experience behind the intelligence

My journey began in Algeria, 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 causal links in a complex dataset. 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: @LeilaOralBio · LinkedIn: /in/leilahaddouch · GitHub: /leilahaddouch

Adaptive access

Engage: Leila Haddouch. In our interactive sessions, we'll use a GAF-powered "virtual archive." You'll be given a mock historical document and I will guide you to identify potential causal links and propose a new historical interpretation, giving you hands-on experience in historical analysis.

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