SUMIT.

Full Stack & AI Developer

0%
← back to projects
AI-Powered Career Prep

Interview-AI

Role

Full-stack Developer

Stack

Next.js · TypeScript · OpenAI · Tailwind · PostgreSQL

Year

2026

Client

Career Prep Initiative

Interview-AI

Overview

An intelligent platform helping candidates practice mock interviews, transcribe responses, and receive real-time, constructive speech evaluations.

The Challenge

Job seekers lack accessible, high-quality, and personalized interview preparation. Mock interviews with human coaches are expensive, and generic question lists fail to prepare candidates for specific, dynamic role requirements.

The Solution

Designed and built Interview-AI, which generates tailored mock interview questions based on the candidate's resume and target job description. The platform records voice answers, performs speech-to-text transcribing, and uses LLMs to evaluate tone, correctness, grammar, and delivery, delivering a detailed feedback scorecard.

Key Results

  • Successfully simulated hundreds of customized role-specific interview queries.
  • Reduced candidate interview anxiety and improved answer structuring using feedback loops.
  • Accelerated resume-matching accuracy for target applications.