federico1809/insight-commerce-recsys
Next Basket Recommendation system built on the Instacart dataset. Full ETL pipeline, LightGBM model (F1 ~0.42 · AUC-ROC ~0.82), REST API deployed on AWS ECS Fargate, and interactive Streamlit frontend. MLflow tracking · Docker · PostgreSQL · S3.
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MIT
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Mar 20, 2026
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