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1. flight-on-time-ds flight-on-time-ds Public

   Full-stack flight delay prediction system — CatBoost ML model + FastAPI + React + Oracle Cloud. Live demo available.

   Jupyter Notebook 1 5

2. 7-eleven-demand-forecasting-production-pipeline 7-eleven-demand-forecasting-production-pipeline Public

   90-day retail demand forecasting for 500 store-item combinations using global LightGBM — 12.46% SMAPE

   Python

3. Aguas_Barcelona_Consumo_2023_2024 Aguas_Barcelona_Consumo_2023_2024 Public

   EDA of 963K water consumption records in Barcelona — K-Means clustering, Isolation Forest fraud detection, and interactive GIS maps.

   HTML 3

4. Telecom-X-Customer-Churn-Prediction Telecom-X-Customer-Churn-Prediction Public

   Binary churn prediction pipeline for telecom customers — Random Forest vs Logistic Regression with SMOTE, achieving 84.3% accuracy and 86.2% recall.

   Python