An AI-powered mental wellness companion using Reinforcement Learning, Psychology, and Spiritual Science.
CalmMind is an innovative mental health assistant that intelligently supports users through stress, anxiety, and emotional overwhelm. Unlike traditional chatbot-based solutions, CalmMind uses Reinforcement Learning (RL) to personalize interaction strategies based on users' mental states, behaviors, and historical data.
It also explores the mind-body-spirit connection, combining psychology, physical well-being insights, and spiritual grounding.
- ✅ Reinforcement Learning-driven adaptation to user emotional feedback
- 🧘 Spiritual reflection prompts, gratitude journaling, and mindful moments
- 📉 Stress prediction using sentiment and biometrics (optional)
- 🧬 Integration of physical health data (e.g., steps, heart rate)
- ☎️ Emergency help suggestion for critical states
- 📊 Personalized mood history, stress charts, and mental journey tracking
- 🧠 Intelligent conversation modules based on CBT, ACT, and mindfulness
| Layer | Tools |
|---|---|
| 🧠 AI Core | Reinforcement Learning (e.g., PPO/DQN), Sentiment Analysis, Emotion Detection |
| 🔍 NLP | Transformers (BERT/distilBERT), LangChain |
| 🧾 Backend | Python (FastAPI / Flask), MongoDB |
| 📱 Frontend | React.js / Flutter |
| ☁️ Hosting | Render / Heroku / Vercel |
| 📈 Optional Integrations | Fitbit API, Google Fit, Twilio, OpenAI GPT |
[User Input]
↓
Sentiment + Emotion Analysis
↓
RL Agent decides best response
↓
- Text support
- Spiritual activity
- Journal prompt
- Breathing exercise
↓
Rewards based on feedback (mood, skip, engage)