HireWise
AI-driven mock interview platform with real-time feedback, speech analysis, and personalized improvement suggestions
Project Overview
HireWise is an advanced mock interview platform powered by AI that helps job seekers prepare for real interviews through realistic practice sessions. The platform uses speech recognition to transcribe responses, analyzes them using NLP for content quality, and provides real-time feedback on communication skills. Built with Next.js and Python, HireWise simulates various interview formats (technical, behavioral, case studies) and uses OpenAI's GPT models to generate follow-up questions and personalized improvement suggestions.
Technologies Used
Next.js
Full-stack React framework with SSR
Python
Backend AI processing and speech analysis
OpenAI GPT
Dynamic question generation and feedback
Web Speech API
Browser-based speech recognition
TensorFlow
Sentiment and emotion analysis models
MongoDB
Interview history and analytics storage
Key Features
Development Process
Speech Recognition
Integrated Web Speech API for real-time transcription
AI Question Generator
Built dynamic question generation with OpenAI GPT
NLP Analysis
Implemented content quality and sentiment analysis
Feedback Engine
Developed multi-dimensional feedback system
Video Processing
Added facial expression and body language analysis
Analytics Dashboard
Created progress tracking and improvement insights
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