The challenge

Traditional mock interviews are high stress and hard to schedule. Candidates needed a low-friction, supportive space to practice whenever they want.

AI-assisted feedback

Instant breakdown of candidate responses, highlighting clarity, structure, and depth with actionable tips for improvement.

Adaptive progression

Dynamic difficulty scaling based on candidate performance to guarantee consistent learning momentum.

Role

Product architecture, user experience design, interactive prototype development, and visual design system.