Open Source Projects

I have 12 projects on GitHub

Wrlog.github.io

Personal website and portfolio: pharmacometrics, PK/PD modelling and data science.

Wrlog

rl-dosing-demo

remission-prediction-shap

nonmem-model-library

ml-practice

Four self-contained ML projects: fraud detection, demand forecasting, semantic similarity, and an implicit-feedback recommender. CPU-only, tested, built around the evaluation mistakes that flatter offline metrics.

ml-clinical-pharmacology

Unsupervised clustering of gene expression and ML prediction of SSRI remission in depression (R, tidymodels) with an interactive results dashboard

mipd-bayesian-forecasting

metabolomics-dashboard-demo

Reproducible, self-contained analysis dashboard built from synthetic metabolomics data. No real data anywhere.

litsearch

latent-ode

dosing-simulator

Interactive Shiny app for simulating IV dosing regimens from a generic two-compartment population PK model. Drug parameters, covariates and variability are all inputs.