Winumu is an AI-powered proof of learning platform that turns everything you learn and build into verifiable proof of your skills, so you can stop showing certificates and start showing evidence.
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Maker
📌
I built Winumu because of a frustration I couldn't shake. I kept watching brilliant, self-taught people get overlooked in hiring, not because they lacked skill, but because every tool they had only proved they showed up. Certificates prove attendance. Portfolios are unverifiable. GitHub only works if you know what you're looking at.
Nobody was asking the real question: did you actually understand what you learned?
So I built Winumu to answer that question.
Here's how it works, you log anything you've learned or built as an artifact, attach your real evidence, and then Winumu's AI generates three targeted questions from your actual work. Not generic trivia. Questions about what you specifically built. Pass them and you earn a Verified badge. Every verified artifact compounds your public proof portfolio - one link that employers can trust without taking anything on faith.
The thing I'm most proud of is the micro-viva. You can't Google your way through it. You either understood the work or you didn't. That's the part no certificate or portfolio has ever been able to replicate until now.
Would love to hear from anyone who's ever felt invisible despite being genuinely skilled. That's exactly who Winumu was built for.
Happy to answer any questions 🙏
- Winner, Founder of Winumu