I have completed tasks such as:
• time series analysis and precipitation forecasting with LSTM, BiLSTM, and GRU algorithms
• Groundwater potential forecasting study using classification models
• Regression modeling, including GBR, RFR, DTR, XGBoost, kNN, and MLP.
• Machine learning and statistical models for huge amounts of information.
• Use SHAPLY to analyze each model's black box.
• Use Python for data visualization and mapping.