Verified Credential Download PDF
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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