Question 1

What roles is this portfolio project generator designed for?

Accepted Answer

This tool generates project ideas specifically for: Machine Learning Engineers, Data Scientists, AI/ML Researchers, Data Engineers, MLOps Engineers, Computer Vision Engineers, and NLP Engineers. Each project is tagged with which roles it's most valuable for, so you can focus on building a portfolio that directly supports your career goals.

Question 2

How does the project generator work?

Accepted Answer

You select your target roles, experience level, time availability, current skills, and interests. The generator then matches you with project ideas from our curated database of 20+ portfolio projects, each with detailed specifications including tech stacks, datasets, resume value, and interview preparation tips.

Question 3

Are these real projects that employers value?

Accepted Answer

Yes, all project ideas are designed based on what Australian tech companies and AI teams actually look for in candidates. Each project includes a 'Resume Value' section explaining why it demonstrates valuable skills, plus common interview questions you'll be able to answer after completing it.

Question 4

How many portfolio projects should I have?

Accepted Answer

Quality beats quantity. Most hiring managers recommend 2-3 well-documented, deployed projects over many incomplete ones. Choose projects that demonstrate different skills (e.g., one showing ML fundamentals, one showing deployment/MLOps skills) and align with your target role.

Question 5

What if I'm a complete beginner?

Accepted Answer

Select 'Junior' as your experience level and the generator will suggest beginner-friendly projects like an Interactive EDA Dashboard, Transfer Learning Image Classifier, or SQL Analytics Dashboard. These projects teach fundamental skills while still being impressive enough for entry-level applications.

Question 6

Do the projects include dataset recommendations?

Accepted Answer

Yes, each project includes suggested datasets with direct links. We prioritise freely available datasets from Kaggle, UCI ML Repository, and Australian government data sources (like AEMO energy data) to make it easy to get started.

Question 7

How do I make my portfolio project stand out?

Accepted Answer

Each project suggestion includes 'Ways to Extend' ideas that go beyond the basics. Additionally: write a clear README, include a blog post explaining your decisions, deploy it so there's a live demo, and be prepared to discuss every decision in interviews.

Question 8

Why are some projects marked as 'AU Relevant'?

Accepted Answer

Projects marked with 🇦🇺 use Australian data sources or are particularly relevant to Australian employers. For example, using AEMO energy data or building tools relevant to Australian companies like Canva, Atlassian, or the big banks shows you understand the local market.

Question 9

Is this tool free to use?

Accepted Answer

Yes, this portfolio project generator is completely free with no hidden costs or sign-up required. All suggestions are generated locally in your browser - your selections are never sent to our servers.

Question 10

Can I regenerate to get different suggestions?

Accepted Answer

Yes, click the 'Regenerate' button to get a fresh set of project ideas. The generator includes some randomisation, so you'll see different projects each time while still matching your criteria.

AI/ML Portfolio Project Generator

Your Profile

Role-Specific Ideas

Complete Specs

Interview Ready

Why Portfolio Projects Matter for AI/ML Roles

Proves You Can Build

Shows Problem-Solving

Demonstrates Domain Knowledge

Fills Experience Gaps

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Ready to Land Your Dream AI Role?

Frequently Asked Questions