Research & rigor
Investigating unfamiliar problems methodically.
Scientist · Analyst · Builder
I turn messy problems into useful systems.
A PhD scientist working across research, data, AI-assisted workflows, and software. This site is where I keep the evidence.
§ 00 Science, out of the lab
and into practice.
Analysis & systems
Turning data and process into clarity and structure.
Building & AI
Shipping thoughtful tools and inspectable workflows.
Communication
Explaining complex subjects plainly, in writing and interfaces.
Selected work
Projects in inquiry and practice
Research Landscape Atlas
A reproducible workflow for mapping scientific funding, institutions, and the questions a field chooses to pursue.
Hidden Connections
A public knowledge system for finding durable ideas across scattered notes, sources, and domains.
Little Research Tools
Small, single-purpose software experiments that remove friction from evidence review and scientific sense-making.
Notes & essays
Recent writing
Tools That Show Their Work
The best research software does more than produce an answer; it helps us inspect how the answer became possible.
Research Is Also Interface Design
Every analysis creates an interface between evidence and attention, whether or not we call it a product.
Notes on Useful AI
A working set of principles for using language models in serious knowledge work without surrendering judgment.
Currently exploring
Open questions
- 01How AI changes the shape—not just the speed—of research work
- 02Small tools that make complex evidence easier to inspect
- 03Public knowledge systems that reward curiosity and synthesis
A short biography
I’m a PhD-trained scientist interested in the space between disciplined research and creative experimentation. My work moves across scientific analysis, AI-assisted knowledge systems, and small software projects designed to make hard problems more legible.
More about my work