📍 Pennsylvania | 📈 Statistician | 🤖 Research Software Engineering
A statistician by training, a builder by passion. I work at the intersection of statistical methodology and research software engineering. My work shapes how statistical methods become reliable software infrastructure, and how that software clears regulatory review with transparency and reproducibility.
- 🦄 ggsci - Scientific color palettes for ggplot2
- 🎨 py-ggsci - Scientific color palettes for plotnine
- 📦 pkglite - Compact R package representations for regulatory submissions
- 💿 py-pkglite - Pack and restore source packages as text files
- 📝 rtflite - Lightweight RTF composer for Python
- 🔌 pkgdown.offline - Build pkgdown websites without an internet connection
- 🚀 revdeprun - Rust CLI for R package reverse dependency checks
- 🧠 tinytopics - GPU-accelerated topic modeling via neural Poisson NMF
- 🧪 tinyvdiff - Minimalist visual regression testing plugin for pytest
- 📸 pytest-r-snapshot - Snapshot testing against R reference outputs
- 🧲 msaenet - Multi-step adaptive elastic-net for sparse regressions
- 🌳 stackgbm - Model stacking for xgboost, lightgbm, and catboost
- 🎯 oneclust - Maximum homogeneity clustering for univariate data
- 🧬 protr - Protein sequence feature extraction in R
- 🐳 liftr - Containerize R Markdown documents for reproducibility
- 🌈 vscode-textmate-rstheme - VS Code theme inspired by RStudio IDE default theme
- ✂️ vscode-markdown-stupefy - Convert smart punctuation to ASCII in VS Code
- 🎁 dm-mono-ligaturized - DM Mono font with Fira Code ligatures
- 👑 noto-sans-mono-ligaturized - Noto Sans Mono font with Fira Code ligatures
- ⚡ r-base-shortcuts - Lesser-known base R idioms for concise and fast code
- ✨ awesome-shiny-extensions - Curated list of Shiny UI/server components
- 📸 Introducing pytest-r-snapshot: Verifying Python code against R outputs at scale
- ⚡ Reverse dependency check speedrun: a data.table case study
- 🦄 ggsci 4.0.0: 400+ new color palettes
- 🎨 Introducing py-ggsci: ggsci color palettes for plotnine in Python
- 🧠 tinytopics: GPU-accelerated topic modeling via constrained neural Poisson NMF
- 💊 Group sequential trials in industry: a 30-year perspective
- 📋 eCTD submission with analysis using R
- 🧬 Training tissue-specific gene embeddings on GTEx data
- 🏆 Best Paper Award 2025, Statistics in Biopharmaceutical Research
- 🏆 John M. Chambers Statistical Software Award, American Statistical Association
- 🥈 Second place, PrecisionFDA Brain Cancer Predictive Modeling and Biomarker Discovery Challenge
- 🥇 First place, PrecisionFDA BioCompute Object App-a-thon (Advanced Track)
- 📚 Published author and speaker (papers, books, talks)
- 📈 2 million+ annual downloads across projects
- 📈 3.5K+ GitHub stars across projects
