Authentication Service

Candidate / User

AI Interview Engine

Database / Storage Service

Recruiter / Trainer

Register / Login

Validate User Credentials

Forgot Password

Update Profile & Preferences

Start Aptitude Interview Test

Initialize Webcam & Microphone

Start Real-Time Analysis

Fetch Aptitude Questions

Answer Questions

Logout

Real-Time Feedback Dashboard

Repeat Question

Answer Content Analysis

Pause / Resume Test

Voice & Confidence Analysis

Content Scoring

Posture & Body Language Analysis

Speech-to-Text Conversion

Dressing & Professionalism Detection

Adaptive Difficulty Adjustment

AI Emotion Detection

Facial Landmark Detection

Record & Playback Interview

View Results & Reports

Download Report

Conducts live interview via webcam/mic. Includes aptitude questions, emotion detection, voice analysis, and posture tracking.

Real-time dashboard shows emotion, confidence, correctness, and posture graphs.

NLP-based evaluation of answer relevance and correctness using GPT-4/5, BERT, RoBERTa on SQuAD dataset.

Analyzes voice tone and pitch for confidence & stress. Based on RAVDESS / CREMA-D / Whisper models.

Detects body posture, head tilt, gestures using MediaPipe Holistic / OpenPose (COCO, MPII datasets).

Evaluates dress code: Formal, Semi-formal, Casual. Uses DeepFashion2 dataset + CNN model.

Detects emotions like Happy, Nervous, Confident, Sad. Uses DeepFace / MediaPipe + FER2013, AffectNet datasets.

Final report includes Confidence %, Accuracy %, Emotion %, Posture %, and Recommendation.