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Python Flask OpenCV AI

AI-Smart-Interview-Assistant

AI-powered mock interview platform with speech analysis, webcam monitoring, real-time interview analytics, and automated candidate performance evaluation.


Overview

AI-Smart-Interview-Assistant is an intelligent interview simulation platform designed to help users practice technical and HR interviews in a real-time environment. The system integrates speech processing, computer vision, and analytics to evaluate candidate performance and provide automated feedback.

The platform monitors user interaction through webcam analysis, speech-to-text processing, and real-time behavioral tracking to improve interview preparation and communication skills.


Features

  • AI-powered mock interview simulation
  • Real-time webcam monitoring
  • Speech-to-text processing
  • Interview performance analytics
  • Candidate behavior analysis
  • Automated feedback generation
  • Real-time dashboard
  • Facial activity monitoring
  • Interactive question-answer workflow
  • User-friendly interface

Tech Stack

Frontend

  • HTML
  • CSS
  • JavaScript

Backend

  • Python
  • Flask

AI & Computer Vision

  • OpenCV
  • SpeechRecognition
  • NLP Processing

System Workflow

  1. User starts mock interview
  2. Webcam captures facial activity
  3. Speech-to-text converts responses
  4. System analyzes candidate interaction
  5. Analytics dashboard displays performance
  6. Automated feedback generated

AI Integration

The system integrates:

  • Computer Vision for facial activity analysis
  • Speech Recognition for response processing
  • NLP techniques for interaction analysis
  • Real-time analytics for performance tracking

Key Functionalities

  • Live interview monitoring
  • Automated response tracking
  • Behavioral analytics
  • Communication assessment
  • Real-time feedback generation
  • Performance visualization dashboard

Screenshots

Login Interface

Login


Main Dashboard

Dashboard


Real-Time Webcam Emotion Monitoring

Webcam


Score Per Question Analysi

Analytics 2


Interview Analytics Dashboard

Analytics


Interview Result & Performance Report

Invoice


Installation

Clone Repository

git clone https://github.com/RIGASWAR/AI-Smart-Interview-Assistant.git

Navigate to Project Folder

cd AI-Smart-Interview-Assistant

Install Dependencies

pip install -r requirements.txt

Run Application

python app.py

Future Enhancements

  • AI-generated interview questions
  • Emotion recognition integration
  • Resume-based question generation
  • Voice confidence analysis
  • Online interview rooms
  • Multi-language support

Contributors

  • Rigaswar S

License

This project is developed for educational and research purposes.

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AI-powered mock interview platform with speech analysis, webcam monitoring, real-time interview analytics, and automated candidate performance evaluation.

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