Consulting
I take on high-end Rust consulting for performance-critical and data-intensive systems, plus the data engineering around them. My clients span education, healthcare, gaming, and research institutions.
Rust
I use Rust where performance, accuracy, and reliability matter most — high-stakes systems that need to be both fast and correct. Its strong type system catches whole classes of bugs before they ever ship.
Open Science
I advocate code sharing and open science in health research, teaching researchers software best practices for transparent, reproducible research. I also build open source tools to help researchers.
My Blog
Fairness and Bias Amplification in Synthetic Data
Explore how synthetic data can amplify existing biases and affect fairness in health research. Learn why this happens and how it differs from representativeness.
The Typestate Pattern: Moving Checks into the Compiler
Learn how to use the typestate pattern in Rust to make missing required fields a compile error instead of a runtime one. Building on the builder pattern, this post shows how to encode construction state in the type system so invalid records cannot be built at all.
Bias in Synthetic Data
An exploration of bias in synthetic data and its implications for health research.
Newsletter
I write about open science, research code, and building better tools for researchers. Subscribe to get new posts delivered to your inbox.