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What Tejal demonstrated
Built an end-to-end turbine yield predictor using leakage-free sensor inputs and a genuine time-based split. Compared a LinearRegression baseline against a tuned RandomForest, then reported honest held-out MAE, RMSE, and R² with residual analysis and a concise model card covering intended use, limitations, and monitoring.
- Leakage-Free Feature Selection
- Time-Based Validation Discipline
- Honest Held-Out Evaluation
- Plain-Language Model Communication
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