experimenting

I believe AI can be used to build a world we've always dreamed of — safe, healthy, and secure for all.

Sanctions Precedent — project by Koshin
Claude APISupabase

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.

Next.jsClaude APIAnthropic SDKSupabaseView Project
Ember — project by Koshin
Next.jsClaude API

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.

Next.jsClaude APITypeScriptVercelView Project

Let's build
something together.

Available for technical internships and freelance projects. I reply to everything.