PROJECT

ODS Prediction

Spanish text classification for SDGs with reproducible NLP pipelines.

Problem

Classify Spanish texts into Sustainable Development Goals with a practical deployment path.

Solution

Implemented an end-to-end NLP workflow with reproducible experiments, model selection by macro F1, and a Streamlit inference interface.

Technologies

Pythonscikit-learnNLPSentence TransformersCatBoostLightGBMStreamlit
View repository on GitHub