Stress-Level-Predictor

Employed PuTTY for logging sensor values and ThingSpeak for analysis.
Data imputation for body temperature, blood oxygen, & sleeping hours.
Utilized machine learning algorithms for stress level prediction (0-3).

Tech Stack: PuTTY, ThingSpeak, Streamlit, Random Forest, LR, DT.

Hardware: Arduino Uno, MAX3010 Pulse & SPo2 sensor, Vibration sensor.

Web Interface

     When Person is not Stressed

   When Person is Stressed