Evidence-informed support · Local ML · Private by design

Professional mental wellness support, powered by machine learning

MindCare helps you track mood, complete wellness check-ins, and chat with an on-device NLP assistant. All responses are generated from your project’s trained models and datasets — no third-party chat APIs.

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What you get
  • ✓ Intent + emotion detection (TF-IDF + classifier)
  • ✓ Mood history & self-assessment scoring
  • ✓ Chat history, search, and feedback
  • ✓ Emergency resources page (offline content)
  • ✓ Admin training data & model retrain
1
Secure access

Registration with validation, hashed passwords, session-based auth, and profile management.

2
ML chat + emotion

Text preprocessing, TF-IDF features, intent/emotion models, and mapped supportive replies.

3
Insights & care

Daily mood, assessments, suggestions, quotes, and exportable admin reports.

Built for clarity and trust

This platform is a support tool, not a substitute for professional care. Administrators can curate training data, retrain models, and publish emergency contacts — all stored locally in your database.

Stack
Flask · SQLAlchemy · scikit-learn · NLTK
Data
SQLite (switchable to MySQL)
UI
Bootstrap 5 + custom theme
Privacy
No external LLM calls