Unlock Total Mental Clarity with MindHaven
A multi-modal psychometric evaluation suite combining facial emotional intelligence, voice sentiment, and behavioral profiling to realign your focus and defeat burnout.
Facial Recognition
Real-time engagement analysis, heart rate estimation, and emotion expression tracking.
Voice Analysis
Speech rhythm stability, tone resonance, and natural language sentiment diagnostics.
Interactive Quiz
Short, scientifically grounded psychometric queries to target burnout hot-spots.
Our Hybrid Diagnostic Engine
MindHaven integrates psychological theory with machine learning models trained on custom student datasets at VIT Bhopal University.
Predictive Performance
Our underlying system utilizes a trained CatBoost Regressor, achieving a continuous validation R² score of 95.76%. The model computes a precise burnout index from 0.0 to 4.0 directly from multimodal features.
Biometric Geometric Ratios
Instead of pure subjective reports, the system measures physiological indicators like Eye Aspect Ratio (EAR) and Mouth Aspect Ratio (MAR) via MediaPipe to detect fatigue patterns and yawning frequencies.