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Case Study

RoleReady

RoleReady is a live AI interview coaching web app where users upload resume and job description, practice tailored questions by text or voice, and receive structured scoring feedback.

AI Web ApplicationFull Stack Developer2026
RoleReady AI interview coaching web app banner

Project Highlights

  • Built and deployed a live Next.js web app with Supabase authentication and Groq AI services for interview preparation workflows.
  • Implemented resume and job description intake flow (upload, paste, or URL) followed by AI-driven gap analysis and personalized prep recommendations.
  • Generated an interview question bank with 18 tailored questions (behavioral, technical, and situational) aligned to each user's target role.
  • Designed practice sessions with typed or spoken answers, integrating Groq Whisper for speech-to-text and Llama 3.3 70B for analysis and feedback.
  • Delivered structured feedback scoring with overall score plus category-level evaluation across Relevance, STAR structure, Depth, and Communication.
  • Shipped full session completion reporting with score summary, STAR breakdown, improvement insights, skipped question tracking, and actionable next steps.
  • Created a polished product UI using a navy, teal, amber, green, and red state system with Syne and DM Sans to support clear learning progress.
  • Live site: role-ready-snowy.vercel.app