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Fantasy Team Rater

AI-Powered FPL Analysis Tool

Fantasy Team Rater

About the Project

For over a decade, I've been playing Fantasy Premier League. And for over a decade, I've been consistently terrible at it. I decided to build an AI-powered tool to help analyze teams better - and learned to code along the way.

Key Features

  • Team Rating System: Rates your FPL team on a scale of 1-100
  • Position-Based Analysis: Different rating algorithms for GK, DEF, MID, and FWD
  • Fixture Difficulty: Considers upcoming fixtures in the overall rating
  • Real-Time Data: Pulls live data from the official FPL API

The Journey

This was my first complete full-stack project, built entirely with Node.js while learning to code with help from Claude AI.

I started with OCR to read team screenshots (it failed hilariously), pivoted to the FPL API, and built the entire backend from there.

I'm still not great at FPL, but at least now I have data to explain why.

Try the Tool