Golden Monkey R&D

Work you can inspect

Working public-data software, public-sector delivery experience, and bounded checks for AI-assisted engineering.

CivicAtlas

Compare 24 Maryland jurisdictions using a reproducible 2024 BLS private-sector employment snapshot, with sources behind every figure.

I use AI. I check its work.

Edit Python and contracts in the Sentinels browser lab, inspect structural connections and data handoffs, and repair deliberate failures.