Frontispiece

A personal anthology · Adelaide · MMXXVI

Alden Nguyen

Computer Science student, major in Artificial Intelligence, and Undergraduate Researcher at the Australian Institute for Machine Learning, University of Adelaide.

I research Human Motion Synthesis — teaching generative models to produce realistic human movement — and I love building practical things where research meets software.

  • AI Researcher · AIML
  • GPA 6.83 / 7.0
  • Global Citizens Scholarship

Goal. Passion. Discipline.

IChapter the First

On the Author

A short introduction to the person writing these pages, and to the work behind them.

Stipple portrait of Alden Nguyen
Alden, the author

Hi, I'm Alden — a third-year Computer Science student at the University of Adelaide, majoring in Artificial Intelligence. I work as an Undergraduate Researcher at AIML on Human Motion Synthesis, and I love building practical things at the intersection of research and software.

Outside the lab, you'll find me cycling, working out, or tinkering with new technologies.

  1. § 1

    AI Researcher

    Investigating Human Motion Synthesis and generative models at the Australian Institute for Machine Learning.

  2. § 2

    Creative Technologist

    From hackathons to volunteer platforms — designing experiences that feel purposeful and intuitive.

  3. § 3

    Lifelong Learner

    Always experimenting with new stacks, refining my craft, and translating ideas into polished builds.

Illumination — a particle network: points that link when they come close.

IIChapter the Second

Research

Notes from the laboratory bench — a record of current and prior investigations at the Australian Institute for Machine Learning.

March 2025 – Present · Adelaide, AU

Undergraduate Researcher

AIML, University of Adelaide

  1. Fig. 1

    Human Motion Synthesis

    Current

    Investigating generative models to synthesise realistic human motion sequences.

    • PyTorch
    • Diffusion
    • Motion
    • LLMs
  2. Fig. 2

    Motion Sensor Fusion

    Prior

    Combining data streams from multiple motion sensors for enhanced body tracking.

    • Python
    • Sensor Fusion
    • Motion
    • Statistical Analysis
  3. Fig. 3

    Visual Counting

    Prior

    Exploratory project on automated visual object counting from image data.

    • Python
    • C++
    • Computer Vision
    • Statistical Analysis
Tools & Languages
Technical

Select a method to highlight the plates that use it.

Illumination — Conway's Game of Life (1970). Move your cursor across the page to seed new cells.

IIIChapter the Third

Publications

Papers, preprints and talks — the formal record of the work, each with its abstract, links and citation.

Forthcoming

The first entries are in preparation

Papers, preprints and talks will be listed here as they appear — each with its abstract, links to the paper and code, and a citation ready to copy.

IVNo. 01 · 2024

Volunteer Connect

Volunteer Connect — organisation search results

Bringing together communities and organisations with just a few clicks — a platform that pairs passionate volunteers with the projects that need them.

Year
2024
Medium
React · Node.js · UI/UX

IVNo. 02 · 2023

Comprehensive Emergency Guide

Comprehensive Emergency Guide — drowning prevention and rescue steps

Step-by-step emergency guidance — calm, clear, and designed to save lives in the moments that matter most.

Year
2023
Medium
Accessibility · JavaScript · Content Design

IVNo. 03 · 2022

Early Dyslexia Diagnosis System

Fig. 1 — A reader's scanpath

An eye-tracking module and a companion mobile app for diagnosing and supporting children with dyslexia. Built as a school research project.

Year
2022
Medium
Eye Tracking · Mobile App · Healthcare AI
Context
School research project

VChapter the Fifth

A Brief Chronicle

An institutional account, from earliest beginnings to the present day.

  1. 2023 – Present · Adelaide, AU

    The University of Adelaide

    Bachelor of Computer Science (Advanced), Major in AI

    • GPA 6.83 / 7.0 · Global Citizens Scholarship.
    • Executive Dean's Recognition of Academic Excellence — July 2025.
    • Excellence Award in Principles of Economics (Top 1 of 350+) — May 2025.
  2. 2020 – 2023 · Da Nang, VN

    Le Quy Don High School for the Gifted

    Specialised in Computer Science — Competitive Programming

    • Top 15 Nationally, Youth Informatics Contest — April 2023.
    • Second Prize, Municipal Science & Engineering Fair — December 2022.
    • Executive Committee, Young Creation Club (6,000+ followers).
  3. 2018 – 2021 · Da Nang, VN

    Pathfinder Scouts of Vietnam

    Senior Patrol Leader — Dinh Bo Linh Troop

    • Led development for a troop of 20+ scouts over three years.
    • Marked gains in leadership and communication across the troop.

VIChapter the Sixth

Marginalia

Loose pages from a commonplace book — thoughts, half-formed essays, and the small things worth keeping in the margin.

No. 01 · 28 Apr 2026 · On research

On Beginning Again

Every paper I read in my first month at AIML felt like a closed door — equations I couldn't yet hear, results that read like rumour. Then one afternoon I gave up on understanding and started copying out, by hand, the bits I didn't.

Marginalia is the slow accretion of those questions. A page held open so they don't drift away.

No. 02 · 19 Apr 2026

The Geometry of Motion

A body in motion is, briefly, a curve. Diffusion learns the curves; the real trick is teaching it which curves a person would actually walk.

On research
Discipline is a love letter you write to your future self, and post in advance.

— a note to self, March

On craft

No. 03 · 11 Apr 2026

A Spring Reading List

  • The Sciences of the Artificial, Simon
  • Letters to a Young Poet, Rilke
  • Deep Learning, Goodfellow et al.
  • Bird by Bird, Lamott
On reading

No. 04 · 2 Apr 2026

Adelaide, in Autumn Light

The plane trees along North Terrace turn rust at exactly four o'clock; I have stopped trying to work through that hour.

Notes from a life

No. 05 · 27 Mar 2026

Three Rules for Refactoring

  1. Make it run.
  2. Make it right.
  3. Make it small.
On craft

— the margins are always open. If a page sparked something, write back.

Illumination — a hearth: something warm to read by.

VIIChapter the Seventh

Correspondence

If something herein moved you, write back.

Dear Reader,

Should you wish to begin a conversation — about a project, a research idea, or simply to say hello — please write. I'd be delighted to hear from you.

  • Remote friendly
  • Open to internships
  • Open to mentorship
Compose a letter duybao21560@gmail.com
— Sincerely,

Illumination — Reynolds' boids (1986): letters in flight. They scatter from your cursor.

Colophon

finis

This anthology is set in Cormorant Garamond, Newsreader and IBM Plex Mono, and typeset by hand for the web in MMXXVI. Thank you, dear reader, for turning these pages.

  1. Frontispiece a graticule globe — the world, turning
  2. I a particle network — ideas that link when they come close
  3. II Conway's Game of Life — research as emergence
  4. VI a hearth — something warm to read by
  5. VII Reynolds' boids — letters in flight
  6. Colophon an inverse-kinematics arm — the hand that set the type
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