
Sanctions Precedent
An AI-powered research engine that surfaces historical sanctions precedents by sector, intensity, and geopolitical objective — built for policy analysts and legal researchers.
Problem
Policy analysts searching for comparable sanctions cases have to trawl through thousands of legal documents manually — there's no searchable, structured database.
Solution
Natural language search over a curated Supabase corpus of historical sanctions regimes. Claude analyzes the query, retrieves relevant precedents, and synthesises a structured brief.

Ember
Hyperlocal wildfire smoke alerts for BC and AB residents — alerts tied to your exact address, not your entire community.
Problem
Community-wide air quality alerts are too broad — they don't tell you whether your specific address is actually in a danger zone.
Solution
Address-level AQHI monitoring with a reserve-list system that SMS-notifies you the moment smoke reaches your location.
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Available for technical internships and freelance projects. I reply to everything.