Rec Metrics —
AI-powered stats
A custom-built stat tracker for NBA 2K26 that uses AI OCR to analyze in-game screenshots and automatically log player performance to a queryable database.
A look at the
finished product
No easy way to track
rec league stats
NBA 2K players running recreational leagues have no built-in way to track stats across games and seasons. Manual entry is tedious and error-prone. Players wanted a fast, accurate way to log game stats without leaving the console experience.
Screenshot it, and the
AI handles the rest
AI-Powered OCR
Players upload a screenshot of their post-game stats screen. Our AI vision model reads and extracts every stat line automatically — no manual entry needed.
Structured Database
Extracted stats are validated and stored in a PostgreSQL database, tied to players, teams, and seasons for full historical tracking.
Live Stat Dashboard
The website provides a real-time dashboard where players can view averages, leaderboards, game logs, and season-long trends at a glance.
Built with a modern
full-stack approach
Frontend
- –Next.js with App Router
- –TypeScript for type safety
- –Responsive stat dashboards
- –Real-time data queries
Backend & AI
- –AI vision model for OCR extraction
- –PostgreSQL for structured stat storage
- –REST API for data ingestion
- –Automated validation pipeline
Ready to build
something worth showing?
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