Model: BanglaBERT System Active

Profile Simulator

Simulate demographic context for the GMM/KDE Profile Brain

Demographics

Patient Chat Simulator

Type messages in Bangla or English to test real-time risk classification

MindGuard Assistant: Ready to monitor text risk. Fill out the Profile Simulator on the left, then enter a message below. BanglaBERT will analyze your chat in real-time.

AI Risk Analytics

Detailed fusion output of Chat and Profile Brain

Fused Risk Level

LOW
Score: 0.25 Fused Score = 0.6*Chat + 0.4*Profile
Chat Brain (BanglaBERT) Low
Prob: 0.15
Profile Brain (GMM/KDE) Low
Risk: 0.35