ML Research Assistant
- Sole undergraduate on graduate/post-graduate research team spanning 2+ years from community college through Berkeley.
- Collaborated directly with PI on ongoing ML experimentation: implementing methods (gradient boosting, kernel regression, hyperparameter tuning, cross-validation) in Python and R.
- Co-authored Highly Adaptive Ridge, a novel nonparametric regression method outperforming existing approaches on small tabular datasets. 2410.02680
Python · R · NumPy · SciPy · scikit-learn · pandas · matplotlib