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Model Characterization

Calibration, validation, and interpretability of predictive models.

Placeholder theme intro. Edit content/themes/model-char.md.

Model characterization work: how I assess predictive models for calibration, validity, and interpretability before they inform decisions. The projects below are concrete examples.

Projects

Model Characterization Pipeline

Placeholder: pipeline that characterizes predictive models (calibration, validation, interpretability).

model validation
Python
ML

Single-Cell Atlas

Placeholder: single-cell atlas used to benchmark model predictions.

scRNA-seq
benchmarking