Hiring managers struggle to assess practical Python skills beyond academic knowledge or leetcode performance.
Build a game-like assessment with mini-projects testing debugging, library usage, and performance optimization in realistic scenarios. Include shareable score reports.
Monetize through recruiting team licenses and premium challenges. Start with common web development scenarios before adding data science tracks.
The challenge is creating sufficiently varied challenges that can't be gamed while remaining quick to complete.