FairTender is a machine learning platform designed to analyze and detect suspicious government procurement transactions. Using XGBoost with SHAP explainability, the system provides interpretable results and highlights risk factors. The solution includes an interactive Streamlit web app for data upload, visualization, and regional analysis.