Project Showcase

See what students are building. Get inspired. Get competitive.

Premier League Match Predictor

Jordan Ellis🟣 ALL-STAR
Athlete

Random forest model that predicts match outcomes with 67% accuracy using team form, home/away advantage, and head-to-head stats. Deployed on Streamlit.

Week 20 project

AI Dungeon Master

Maya Chen🟣 ALL-STAR
Builder

Text adventure game powered by the OpenAI API. Creates unique storylines every time you play. Custom system prompts for different game genres.

Week 28 project

Soccer Stat Tracker

Caden G.🔵 STARTER
Athlete

Menu-driven Python app that tracks goals, assists, minutes, and tackles. Calculates per-90 stats and season projections. Saves to CSV.

Week 5 project

Discord Music Bot with AI DJ

Aiden Park🔵 STARTER
Builder

Discord bot that recommends music based on the vibe of the conversation. Uses sentiment analysis to pick the right playlist.

Week 24 project

Player Radar Comparison Tool

Kai Washington🔵 STARTER
Athlete

Spider/radar chart generator that compares any two Premier League players across 8 stats. Pulls live data from football-data.org.

Week 15 project

TikTok Content Idea Generator

Sofia Reyes🔵 STARTER
Builder

AI-powered tool that generates TikTok video ideas based on your niche, trending sounds, and audience preferences. Built with Streamlit.

Week 18 project

Sports Data Hub

Marcus Li🟢 ROOKIE
Athlete

My first big Python project! Menu-driven app with live Premier League standings, player search, and match previews using the football-data API.

Week 10 project

AI Homework Helper

Zara Patel🟢 ROOKIE
Builder

Prompt system that helps break down homework problems into steps without giving answers. Uses chain-of-thought prompting to teach thinking.

Week 4 project