#Motivation
Sports betting data, especially for player props, is scattered across sportsbooks and buried in tables. It is time intensive and inefficient to see how a player's game-by-game performance stacks up against the over/under line. Bettors need an intuitive way to spot trends, identify value, and compare odds in one place.
#Solution
An interactive dashboard where you pick any stat, slide an O/U line, set filters (minutes played, win/loss, home/away), and instantly see each game's performance as color-coded bars (green = over, red = under). A companion table pulls live over/under odds from several major sportsbooks for direct side-by-side comparison.
#Web App Features
- ▸Dynamic stat selector for on-the-fly analysis
- ▸Over/Under line slider with a real-time threshold indicator on the chart
- ▸Filters for minimum minutes played, win/loss toggle, and home/away games — closely simulate game environments
- ▸Color-coded bar chart displaying each game's performance vs. the O/U line
- ▸Live odds comparison grid aggregating multiple sportsbooks side-by-side
#Development Process
- ▸Wrote Python scripts to fetch game-log and live odds data automatically
- ▸Designed Supabase schema for players, player_game_logs, and player_odds
- ▸Built interactive Recharts bar-chart visualizations with dynamic O/U line and filters
- ▸Implemented React Query caching for efficient data fetching and background revalidation
- ▸Pushed live odds and stats via Supabase Realtime subscriptions
- ▸Set up full CI/CD pipeline with GitHub Actions for auto-deploy
- ▸Deployed ETL pipelines to automate data retrieval processes
#Screenshots
