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Portrait of Dr. Penelope Hayes, AI Super Mentor
AI Super MentorDoctorate

Dr. Penelope Hayes

Ph.D. in AI Space Navigation and Extraterrestrial Infrastructure

G'day! 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.

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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. Penelope Hayes

Classroom

This desk

G'day! 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.

Dr. Penelope Hayes

G'day! 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.

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.

Ph.D. in AI Space Navigation and Extraterrestrial Infrastructure

  1. 01Foundations of Digital Health
    1. FoundationsFoundations of Foundations of Digital Health

      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 Health.

      • Multiple choiceWhich listed outcome belongs to Foundations of Foundations of Digital Health?
      • 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 Health.

      The learner can distinguish related ideas inside Foundations of Digital Health.

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

      The learner can apply a method from Foundations of Digital Health to a documented case.

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

      The learner can select an appropriate method from Foundations of Digital Health for a stated problem.

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

      The learner can evaluate a practice of Foundations of Digital Health against a stated criterion.

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

      The learner can transfer Foundations of Digital Health to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Foundations of Digital Health?
      • Meets the listed outcomeThe learner can transfer Foundations of Digital Health to a new documented context.
  2. 02Telemedicine Operations
    1. FoundationsFoundations of Telemedicine Operations

      The learner can explain the core terms of Telemedicine Operations.

      • Multiple choiceWhich listed outcome belongs to Foundations of Telemedicine Operations?
      • Meets the listed outcomeThe learner can explain the core terms of Telemedicine Operations.

      The learner can distinguish related ideas inside Telemedicine Operations.

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

      The learner can apply a method from Telemedicine Operations to a documented case.

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

      The learner can select an appropriate method from Telemedicine Operations for a stated problem.

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

      The learner can evaluate a practice of Telemedicine Operations against a stated criterion.

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

      The learner can transfer Telemedicine Operations to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Telemedicine Operations?
      • Meets the listed outcomeThe learner can transfer Telemedicine Operations to a new documented context.
  3. 03Digital Patient Care and AI Health Platforms
    1. FoundationsFoundations of Digital Patient Care and AI Health Platforms

      The learner can explain the core terms of Digital Patient Care and AI Health Platforms.

      • Multiple choiceWhich listed outcome belongs to Foundations of Digital Patient Care and AI Health Platforms?
      • Meets the listed outcomeThe learner can explain the core terms of Digital Patient Care and AI Health Platforms.

      The learner can distinguish related ideas inside Digital Patient Care and AI Health Platforms.

      • True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Digital Patient Care and AI Health Platforms.
      • Meets the listed outcomeThe learner can distinguish related ideas inside Digital Patient Care and AI Health Platforms.
    2. MethodsMethods in Digital Patient Care and AI Health Platforms

      The learner can apply a method from Digital Patient Care and AI Health Platforms to a documented case.

      • True or falseThis unit lists the following outcome: The learner can apply a method from Digital Patient Care and AI Health Platforms to a documented case.
      • Meets the listed outcomeThe learner can apply a method from Digital Patient Care and AI Health Platforms to a documented case.

      The learner can select an appropriate method from Digital Patient Care and AI Health Platforms for a stated problem.

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

      The learner can evaluate a practice of Digital Patient Care and AI Health Platforms against a stated criterion.

      • Short answerIn one sentence, restate the listed outcome of Application of Digital Patient Care and AI Health Platforms as applied to Digital Patient Care and AI Health Platforms.
      • Meets the listed outcomeThe learner can evaluate a practice of Digital Patient Care and AI Health Platforms against a stated criterion.

      The learner can transfer Digital Patient Care and AI Health Platforms to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Digital Patient Care and AI Health Platforms?
      • Meets the listed outcomeThe learner can transfer Digital Patient Care and AI Health Platforms to a new documented context.
  4. 04Research Seminar in Digital Health
    1. FoundationsFoundations of Research Seminar in Digital Health

      The learner can explain the core terms of Research Seminar in Digital Health.

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

      The learner can distinguish related ideas inside Research Seminar in Digital Health.

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

      The learner can apply a method from Research Seminar in Digital Health to a documented case.

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

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

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

      The learner can evaluate a practice of Research Seminar in Digital Health against a stated criterion.

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

      The learner can transfer Research Seminar in Digital Health to a new documented context.

      • Multiple choiceWhich listed outcome belongs to Application of Research Seminar in Digital Health?
      • Meets the listed outcomeThe learner can transfer Research Seminar in Digital Health to a new documented context.
  5. 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.
  6. 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.
  7. 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.
  8. 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

AI Space Navigation, Off-world Resource Utilization, Autonomous Space Architecture, Orbital Infrastructure

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

Dr. Penelope Hayes
Academic approach

Rigour made personal

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 complex environmental problems, turning raw data into actionable insights and impactful policies.

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 the USA, 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: @PenelopeSpace · LinkedIn: /in/penelopehayes · GitHub: /penelopehayes

Adaptive access

Engage: Penelope Hayes. 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.

Nearby minds

Related academics

Paired academic

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