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Software developer Β· New Zealand

01. About

Building careful software across HCI, machine learning, embedded systems, and security.

I'm a developer who works closest to the boundary between people and systems β€” where sensors, models, and interfaces have to hold up in the real world.

My background spans postgraduate research, paid industry work, and teaching at the University of Waikato. I care about software that is rigorous under the hood and respectful of the humans using it.

Open to collaborations in HCI, ML, embedded systems, or security β€” reach out in Contact or connect below.

02. Experience

  1. Teaching

    Tutor Β· University of Waikato

    Tutor for COMPX234 and COMPX316 (2nd and 3rd-year papers) β€” labs, coursework support, and one-on-one guidance across programming and software practice.

    • Teaching
    • Mentorship
  2. Research

    Name generation for unidentified patients

    Paid research in Python: generated temporary, human-readable names for unidentified patients during mass-casualty events and major IT outages β€” balancing clinical clarity, dignity, and workflow under pressure.

    • Python
    • Healthcare
    • Research
  3. Thesis

    Machine learning for mental fatigue detection Β· MSc Computer Science

    MSc thesis applying machine learning to mental fatigue detection β€” from sensor capture and feature design through model evaluation and human-centred interpretation of results.

    • Machine learning
    • HCI
    • Python
  4. Community

    Contributor Β· ReadingPeople

    Contributor to open literacy and reading technology β€” collaborative tooling and experiments with the ReadingPeople community on GitHub.

    • Open source
    • Literacy

Awards & scholarships

  • MSc Scholarship β€” University of Waikato
  • Summer Research Scholarship (Γ—2)

03. Projects

View full project archive

04. Contact

Interested in HCI, ML, embedded systems, or security work? Send a message or connect on the links below.

Opens your email client β€” or set a Formspree URL on the form when you want inbox delivery without mailto.

Software developer Β· New Zealand

Ryan Manchester

Building careful software
across HCI, machine learning,
embedded systems, and security.

Download CV

01. About

I'm a developer who works closest to the boundary between people and systems β€” where sensors, models, and interfaces have to hold up in the real world.

My background spans postgraduate research, paid industry work, and teaching at the University of Waikato. I care about software that is rigorous under the hood and respectful of the humans using it.

Open to collaborations in HCI, ML, embedded systems, or security β€” reach out below or on LinkedIn.

MSc Computer Science graduate β€” wearable sensing, clinical tooling, and privacy-minded apps. Public work lives here.