Economic class classification (lower/middle/upper) from bag-structured demographic data. Multi-seed 5-fold ensemble of LightGBM & XGBoost with OOF threshold tuning. Top 5 · Coderush 2026

Various machine learning approaches for soccer prediction focusing on Ensemble learning algorithms as a method to obtain the optimal prediction

Machine learning project for early churn detection in telecom using ensemble models and business-oriented evaluation metrics.

Advanced Machine Learning model for predicting house prices using ensemble regression (XGBoost, LightGBM, Ridge, Lasso, Stacking). Achieved 0.12668 RMSE on Kaggle’s House Prices — Advanced Regression Techniques competition.