Rugby Analytics Platform

Context

A rugby analytics platform aggregating stats across 10 competitions, 500+ teams, and 10,000+ players — data that arrives from multiple external sources and has to stay current without manual updates.

The Hard Part

Sports data goes stale fast and users will not wait for it: ingestion runs on 5 scheduled cron jobs across 4 external APIs, and pages still had to load in under a second.

What I Built

• Data ingestion from 4 external APIs on 5 scheduled cron jobs
• Stats coverage for 10 competitions, 500+ teams, and 10,000+ players
• Next.js and TypeScript front end tuned for sub-second loads
• Supabase as the data layer

Measured Results

Tech Stack