Completed

Star-Rating-Prediction

Predicting star ratings from customer reviews.

Period: Jun – Sep 2025
Role: Final project for the Data Scientist certificate
Status: Completed
Stack: Python
scikit-learn
TensorFlow
PyTorch
NLP
Streamlit

Predicting a star rating from review text

reviews: ≈ 14,000

Overview

Predicting the stars from a review's text, based on around 14,000 Trustpilot reviews from a supply-chain context. Models built with scikit-learn, TensorFlow and PyTorch were compared; a Streamlit interface shows the prediction.

Details on data preparation, model comparison and results will follow.