Verified Credential Download PDF
What Dharm demonstrated
Built an end-to-end gas-turbine TEY predictor using leakage-free sensor inputs and a genuine time-based holdout. Compared a LinearRegression baseline against a tuned RandomForest, evaluated on held-out MAE/RMSE/R², and documented the model’s intended use, limits, and monitoring plan in a concise model card.
- Leakage-Free Feature Selection
- Time-Based Model Validation
- Honest Held-Out Evaluation
- Plain-Language Model Communication
Earn your own
Prove your skills on a real project
Pick a real company brief, complete it step by step, and walk away with a verified certificate like this one, graded by AI, shareable anywhere.
Start your own project →