Predictive Maintenance – Machine Failure Prediction

Built a machine learning model to predict

machine failure using sensor data. My role

included data preprocessing, model building,

and evaluation.

Challenges and Solutions:

Handled missing values and imbalanced data

using cleaning, encoding, and scaling

techniques.