AI Skill Matching

Right solver, right away — considering skills, history, language, time zone, and availability.

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AI Skill Matching

We map skills, languages, and time zones to pair each problem with the best fixers.

Matching simulator

Pick your skills to see your estimated match score for a sample problem.

FrontendBackendCopywritingDesignSEOCoachingData analysisPitch polish
Estimated match score75%
Demo uses a simplified formula for illustration.

Why it works

  • Skill vectors + historical win rates per category
  • Language & time zone overlap to hit 72h solve targets
  • Trust tier & current load balancing
  • Bandit model adjusts weights from outcomes
Deterministic + Learning

Transparent scoring for fairness

Start with clear base weights; gradually learn from acceptance & satisfaction signals.