Traditional certificates just prove you watched a video. Winumu is built for builders, designers, writers, and makers. Our AI analyzes your actual projects, checks your understanding, and generates a dynamic score that employers trust.
A GitHub repo, a Figma file, a thesis chapter, a freelance project. Each one becomes a permanent, timestamped entry in your proof timeline.
Line 42 uses a sliding window, not a fixed one. Why, and what breaks under burst traffic if you switch?
A GitHub repo, a Figma file, a thesis chapter, a freelance project. Each one becomes a permanent, timestamped entry in your proof timeline.
Winumu's AI reads your actual code, designs and documents, and pulls out real skill evidence from what you produced.
Questions are written from your own evidence: real files, real functions, real decisions. Generic answers do not pass.
Each verified proof of work raises your Compound Score, a living number that tracks consistency, volume and depth over time.
Your public profile becomes a living resume: every verified skill, AI-assessed and timestamped, ready for anyone who needs to know.
Pick a project type and walk it through submission, analysis, verification, score and share.
Both read your actual evidence and ask about what is really in it. They differ in how you answer, and in how hard the result is to fake.
You type your answers in your own time. No microphone, no camera, works on any connection.
You talk it through out loud on a short recorded call, while an AI interviewer that has read your project presses you on the details.
If your microphone or connection will not hold, the interview falls back to a typed version of the same questions, so a weak network never costs you a verification.
Think of it like a learning credit score or a fitness streak: it tracks consistency and verified growth.
Adjust the inputs to preview how a profile level changes.
Steady progress is best. Logging and verifying your work week-over-week builds a learning streak that compounds your profile standing.
Document your learning milestones. Each project file, design draft, or progress update adds raw baseline points to your score.
Authenticity matters. Verifying your work through quick, natural writing check-ins confirms you did the work and applies a boost multiplier.
Going deep beats scratching the surface. Focusing on a specific specialization (like UI design or marketing copywriting) builds credibility faster.
Verifying 50% or more of your logged projects unlocks a credibility boost, confirming that you regularly verify what you learn. Profiles with zero verified work are flagged as “unverified” and won't stand out to potential clients or employers.
The technology that keeps verified Winumu profiles authentic and fraud-free.
Instead of just scanning certificate text, our AI reads design outlines, document layouts, and code structures to extract real applied skills.
Dynamic 3-question checks customized specifically for your project. Questions cover choices, issues faced, and applied logic.
We monitor response timers and writing paces to detect copied templates, bot activity, or rapid copy-pasting of answers.
Checks project origins. We confirm file creator metadata, edit timelines, or host domains to prove you are the author.
Dynamic response timers and focus checks ensure you stay on the page. Retake questions are randomized to prevent memorization.
Spam filters flag template clones or duplicated files. If copy-paste activity or plagiarism is found, the submission is marked as unverified.
A proof of work is anything you submit to show what you can do: a Figma design prototype link, a marketing strategy PDF, a project document, a code file, or an online course link. Each submission is analysed and stored on your portfolio timeline.
Once submitted, our AI analyzes the project files and generates 3 custom questions testing specific details of your choices, hurdles, and layout. Writing pace and pattern checks monitor responses to confirm you wrote them naturally.
Yes, you can log projects to build a visual timeline, but unverified entries do not receive a trust badge. Verification confirms skill authenticity and drives your overall profile level and score up.
If you do not pass the challenge, the project stays on your profile as "Logged" (unverified). You can retake the challenge after a 48-hour cooldown (no cooldown on Pro plans) with completely fresh, randomized questions.
Employers see a single page showing your active Compound Score, verified project timeline, and an interactive Skill Map. Pro users also get a dedicated Verification Page made specifically for recruiters.
Stop showing employers static certificates that carry no weight. Build a dynamic, verified portfolio that proves what you can actually do.