AI-Integrated Interview Preparation Platform Development

An AI-driven interview preparation platform that helps candidates evaluate their job readiness by comparing their resume or self-description against a target job description. It generates personalized interview strategies, skill-gap analysis, technical and behavioral questions, a preparation roadmap, and an ATS-friendly resume.
Tech Stack
Backend: Node.js, Express.js, MongoDB, Mongoose
AI: Google Gemini (@google/genai), Zod, Zod-to-JSON-Schema
Authentication: JWT, bcryptjs
File Handling: Multer, pdf-parse
Frontend: React, Vite, React Router, Axios, SCSS
Key Features
Secure user authentication with JWT and encrypted passwords.
Resume upload (PDF) or manual self-description input.
AI-generated interview report with:
Job match score
Skill gap analysis
Technical interview questions with model answers
Behavioral questions and response strategies
Personalized preparation roadmap
AI-powered ATS-friendly resume generation with browser-based PDF export.
Modern glassmorphic dark UI with responsive design, loading animations, and intuitive file upload experience.