RefHub — Referee & League Management Platform

02 — Approach

Solution

The workflow below is a visual summary of the documented implementation; it is not a claim of additional system components.

1. 01

   Built a full-stack PWA with a React + TypeScript frontend and Python FastAPI backend, featuring a custom HTML scraper that ingests live fixture data from league websites using httpx and BeautifulSoup across 6+ divisions

   →
2. 02

   Implemented a smart shift builder with multi-filter fixture search across league, date, time range, and field — powered by parallel async API calls and client-side memoized filtering, installable on Android as a native-like app

   →
3. 03

   Automated post-shift email reporting via SendGrid with incident tracking, suspension logging, and shift history — deployed on Vercel and Render with CI/CD via GitHub push triggers

03 — Engineering judgment

Key decisions

• 01

  Built a full-stack PWA with a React + TypeScript frontend and Python FastAPI backend, featuring a custom HTML scraper that ingests live fixture data from league websites using httpx and BeautifulSoup across 6+ divisions

• 02

  Implemented a smart shift builder with multi-filter fixture search across league, date, time range, and field — powered by parallel async API calls and client-side memoized filtering, installable on Android as a native-like app

• 03

  Automated post-shift email reporting via SendGrid with incident tracking, suspension logging, and shift history — deployed on Vercel and Render with CI/CD via GitHub push triggers

04 — Evidence

Results

This project record verifies the delivered implementation, but does not report a comparable performance metric.