Field notes & experiments
Bayesian crop risk, geospatial systems, and learning in public.
Short, candid entries on statistical modeling, data engineering patterns, and the teaching artifacts I use to explain both.
May 14, 2026
Me, the Storm, and the Aftermath
I was doing some reflection today on my nature.
Dec 29, 2025
H is for Hilbert
So today was spent mostly working through probability prelim problems I’d previously solved, trying to build speed, updating the one-page cheat sheet, and kn...
Dec 24, 2025
Prolifica
Prolifica: a fabled land where people are always prolific and create at their maximum potential.
Dec 23, 2025
A Revelation
Prelims test whether you can think inside a box. Research tests whether you can build one. Some people never learn how to do both.
Dec 22, 2025
Working Notes
Work Notes / Inside the System
Dec 20, 2025
Attempt to recoginize structure, not build it
Today felt like one of those days where I wasn’t learning new machinery so much as trying to recalibrate how I read problems.
Upcoming posts
- In progress Building a reproducible spatial ETL stack with PostGIS + DuckDB.
- Queued Teaching Bayesian updating with crop-yield examples and classroom visuals.
- Queued Intrinsic dimension experiments that bridge math notes to GPU-friendly code.
- Queued Lightweight CI/CD for research repos: pre-commit hooks, docs, and tests.
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