Opportunities

Join HUMACH through research, development, thesis, and collaboration pathways.

HUMACH welcomes motivated students, developers, early researchers, and partners who want to learn, build, publish, and contribute to human-centered machine intelligence.

Explore Pathways Apply / Express Interest
Opportunity Portfolio Internships · Projects · Collaboration

Internship, thesis, volunteer, and collaboration pathways are organised into one browsable directory.

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Pathway Philosophy

Every opportunity should produce visible learning evidence and useful HUMACH outputs.

The goal is not only to assign tasks, but to guide contributors toward portfolio-ready work: a research summary, an experiment, a dashboard, a prototype, a documentation contribution, a publication-support task, or a collaboration concept.

Clear pathway

Research, development, thesis, volunteer, and collaboration pathways are separated so applicants can choose the right entry point.

Milestone-based

Each pathway should move through practical milestones instead of vague participation.

Evidence-first

Outputs should be visible through reports, code, figures, documentation, prototypes, or publication support.

Collaborative

Students, researchers, developers, and partners can contribute at different levels depending on readiness and project fit.

Opportunities

Join, Learn, Build, Publish

Opportunity pathways Browse internships, thesis projects, volunteer roles, and collaborations
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Open
Development · Internship

Development Internship

For students interested in web systems, dashboards, automation tools, databases, and AI prototypes.

Build real components, reusable code, data-driven pages, dashboards, and prototypes while creating portfolio-ready evidence.
ModeRemote / Hybrid
Duration6-12 weeks
Open
Research · Internship

Research Internship

For students interested in AI, data science, biomedical AI, NLP, or applied computing research.

Contribute to literature review, data preparation, experiments, figures, reporting, and publication support.
ModeRemote / Hybrid
Duration8-16 weeks

Application Flow

From Expression of Interest to Visible Output

01

Express Interest

Submit the form with your interests, skills, and preferred pathway.

02

Match a Pathway

Your background is matched with a research, development, thesis, volunteer, or collaboration direction.

03

Define Tasks

Milestones are defined so the work is practical, measurable, and suitable for your level.

04

Build Evidence

You produce evidence such as reports, code, dashboards, figures, prototypes, or writing support.

Skill Pathways

What Contributors Can Learn and Practice

Research Skills

  • Literature review
  • Experiment design
  • Evaluation metrics
  • Academic writing

Development Skills

  • HTML/CSS/JS
  • Python
  • Git/GitHub
  • Dashboard/prototype design

Data and AI Skills

  • Data cleaning
  • Feature extraction
  • Machine learning
  • Model interpretation

Professional Skills

  • Documentation
  • Communication
  • Task planning
  • Portfolio presentation
Ready to Join?

Start with a clear pathway, then build evidence through real HUMACH work.

Choose the pathway closest to your current goal: research, development, thesis/project supervision, volunteer support, or collaboration.

Apply / Express Interest View Projects