The problem Rahat solves
Problem - There is a need of one stop solution towards stress detection and reduction to prevent Mental illness.
Solution -
Stress Detection - through HRV (Heart Rate Variability) data and set of questions.
Stress Reduction - Through three therapies - 1. Music Therapy 2. Interaction Therapy 3. Yoga and Meditation Therapy
Challenges we ran into
- Collecting the psychological data set.
- Integrating the Google dialog box
- Overfitting of data for ML models
We solved these challenges through -
- Going through many reasearch papers and articles. We found a range of data about the conversation between the user and psychiatrist through we designed are recommendation systems.
- We saw some youtube videos and integrated the google dialog box.
- We did it by hypertuning the model.