AI Skill Assessment Demo

This experiment explores the use of AI to analyze unstructured evidence—like code repositories, design documents, or project write-ups—to infer and credential technical skills. The model assigns both a proficiency level and a confidence score, enabling a human-in-the-loop validation workflow for assessments that fall below a certain certainty threshold.