Shafayetur Rahman

Sentiment analysis on airline tweets using TF-IDF, Logistic Regression, RNN, LSTM, and GRU.

PyTorch-based product image classifier using CNNs and fine-tuned ResNet18 transfer learning with 99.30% validation accuracy.

E-commerce churn prediction using ML with model comparison and business insights.

Machine learning project to predict house prices using XGBoost and Lasso with feature engineering, model tuning, and ensemble blending (Kaggle submission included).