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Chapter 3
A career validation platform with AI-guided voice interviews using WebSockets and RxJS. Features Company Module for HR teams to configure job roles, interview templates, and evaluation rubrics, and Student Module delivering sub-250ms real-time feedback, practice history, skill-gap analytics, and personalized learning plans.

Traditional hiring is broken — talented people get rejected because they can't prove skills in a 30-minute interview. Companies miss great hires because resumes don't tell the whole story.
Built a multi-module platform where students practice AI-guided voice interviews with instant coaching insights, while HR teams configure templates, track candidate performance, and generate downloadable reports in real time.