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What Moksha demonstrated

Built an end-to-end gas-turbine TEY predictor using leakage-free sensor inputs, a LinearRegression baseline, and a tuned RandomForest evaluated on a locked-away later-year test split. Reported honest held-out performance (about 1.5 MWh MAE, 1.93 RMSE, R2 0.983), documented why CO/NOx were excluded, and wrote a model card covering intended use, limits, and drift monitoring.

  • Leakage-Free Feature Selection
  • Time-Based Holdout Validation
  • Honest Held-Out Evaluation
  • Model Card Risk Communication

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