Writing

Resources

A working journal — essays, notes, and annotated reading on policy, finance, and the analytical frameworks I keep returning to. Some pieces are timeless; others will age the moment a new dataset drops. I'll mark the latter clearly.

May 3, 20267 min read
The Week My Model Was Convinced Ransomware Was Good for Companies
A ransomware attack destroys a company's IT systems. The model predicts revenue will go up. A note on what went wrong, the duct tape that fixed it, and the rebuild that has now replaced most of the duct tape.
mlgeopoliticsmodel-failuresai-assisted
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April 29, 20265 min read
Building a Geopolitical Risk Model
A short overview of an ML model I'm building to classify geopolitical events, predict company exposure, and estimate financial impact. What it does, what it doesn't, and what I'm learning.
mlgeopoliticsriskai-assisted
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Resources

The Week My Model Was Convinced Ransomware Was Good for Companies

Building a Geopolitical Risk Model