Data Scientist · Applied AI
Data scientist who builds with AI.
I used Claude to rebuild a decades-old appraisal engine with every value matching production, and I build my own AI tools.
Case studies
01 · Modeling
450,000+parcels modeled one by one
Modeling Florida property tax bills before they became law
Turned about ten tax-cut proposals into a parcel-level model that leadership could explore on its own.
02 · AI evaluation
13staff across five departments
Leading an AI valuation pilot with an outside vendor
Ran the office’s first structured test of AI valuation tools, judged on one rule: every value had to be defensible.
03 · Building with AI
538,964values matching production exactly
Rebuilding a decades-old appraisal engine with AI
Ported a FORTRAN valuation engine to C# with Claude, and proved it with tests against production.
04 · Personal AI product
~16,000postings checked every day
Job Radar: a personal job search app built with Claude
Gathers and ranks job postings every morning, and drafts cover letters with Claude.