Don't just learn it.
Prove it.
Winumu turns everything you learn into visible, provable evidence of growth. Log your artifacts, get AI analysis, and build a portfolio that actually shows what you can do.
How Winumu Works
Four steps to making your learning visible
Log Your Learning
Every course, project, or tutorial you complete gets logged as an Artifact — your proof of work.
AI Analyses It
Winumu's AI reads your artifacts and turns them into structured evidence of real skill.
Your Score Grows
Your Compound Score updates every time you log something. Consistency is rewarded.
Share Your Portfolio
Your Winumu profile becomes a living portfolio. Send one link that proves everything.
Everything you need to prove your growth
Built specifically for self-taught learners in Africa
AI Growth Analysis
Get honest, specific feedback on your progress based on what you actually produced — not generic praise.
Compound Score
A dynamic score that tracks your consistency, volume, and depth. Like a credit score for your learning output.
Skill Map
A visual map of everything you've demonstrated — updated automatically every time you log a new artifact.
Proof of Work Portfolio
AI writes and formats your portfolio from your artifact history. Send one link to any employer or client.
Weekly AI Brief
Every Sunday, a personalised AI brief tells you what you produced, what's emerging, and what to do next.
AI Learning Coach
An always-on coach that knows your learning history and gives you precise, personalised direction.
Your learning is happening.
Start proving it today.
Free to start. No credit card needed. Just your time and your learning.
Create Your Free Account →"If you didn't produce it, it didn't compound."