Deep learning
An artificial neural network that predicts customer churn from interaction metrics.
- Role
- ML engineer
- Year
- 2024
- Status
- Archived
- Links
- GitHub
01
The problem
Teams find out a customer is leaving only after they've left.
02
Key features
- 01ANN classifier
- 02Feature preprocessing pipeline
03
Architecture highlights
Keras ANN trained on preprocessed tabular features.
04
Tech stack
Stack
- Python
- TensorFlow
- Keras
- Scikit-learn
- Pandas
Next project
Orbit 360