What this sample nails
Two Kaggle / capstone projects + coursework + a stats foundation summary. Emphasises experimentation.
Checklist for this role
- ✓Lead with a business metric moved, not a model score.
- ✓Name the evaluation (AUC, RMSE, precision@K) + the baseline you beat.
- ✓Call out one end-to-end case: data → pipeline → feature → model → deployed outcome.
- ✓Separate 'tools' from 'fundamentals' in skills.
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