• Developed a predictive dashboard using Oracle BI for trend analysis and a real-time machine learning model performance tracking dashboard with MLflow.• Implemented models like XGBoost and Ridge regression for accurate trend prediction and risk analysis.• Optimized data pipelines and hyperparameters using Optuna, ensuring robust and precise forecasting.• Collaborated with cross-functional teams to deploy and monitor models in production.