AI-Led Work
Not AI for the sake of AI. AI because it makes you and your team genuinely better at what you do.
See What's Possible
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What I Built in 1 Hour with Claude Code
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Automating a Full Ops Workflow — No Code
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From Idea to Working Tool in Minutes
Case Study
DOMI Review
DOMI Review is a case study in how AI can propel a business forward. I wanted to build something genuinely useful that also showed what AI makes possible.
DOMI Review is a K–12 school discovery platform for New York parents — built entirely with AI. The idea came from my own search for the right school for my daughter. I wanted to compare schools across the programs that mattered to us and find the best fit. That tool didn't exist, so I built it using Claude Code.
Read on for a look at how it came together. Now parents can search by what schools actually offer: programs, languages, sports, arts, special education, and more.
3,888
NYS Schools Indexed
179
Data Columns Per School
11
Enrichment Categories
42,000+
AI API Calls Made
The Intelligence Pipeline
Before a single line of website code, we built a three-phase data pipeline in Python — starting from a federal school roster and ending with a fully enriched, searchable database.
- 01
Pull
Pulled 6,000+ NYS schools from NCES federal data into a master Excel workbook.
- 02
Find
Scraped and matched official school websites for each entry in the dataset.
- 03
Enrich
Used AI to read each school's site and classify it across 11 curriculum categories — populating 100+ boolean and text fields per school.
The Website
Built in React + Vite + Tailwind CSS with Supabase auth and deployed on Cloudflare Pages — parents can search and filter every enriched school field in real time.
Search & Filter
Sidebar of dropdown filter groups covering grade level, school type, programs, languages, sports, arts, logistics, and more.
School Profiles
Modular layout showing everything the pipeline found — programs, staff info, contact details, and enrichment flags.
Auth & Analytics
Supabase sign-in with Google OAuth and full GA4 event tracking on searches, filter interactions, and profile views.
Export Bridge
A custom script reads the master Excel and writes enriched schools directly into the TypeScript data layer powering the live site.
This is a NYS pilot. The architecture — the 93-flag taxonomy, the enrichment pipeline, the category structure — is designed to expand state by state. The database is the core product asset. Built entirely using Claude Code and AI-assisted development from concept to production.