# BapLab

> An experimental laboratory for AI-driven automation, data-scientific simulators, and interactive web applications.

## About BapLab
BapLab merges data science, artificial intelligence, and modern web development to build fun, highly interactive, and analytical digital experiences. It serves as a playground for programmatic SEO, LLM integrations, and complex data visualization.

## Flagship Product: 2026 FIFA World Cup Simulator
Our premier interactive sports data app. It runs live-state World Cup 2026 simulations with official completed scores locked and remaining matches simulated from the current tournament state.
- Features all 48 qualified teams with exact tournament bracket rules (Annex C).
- Uses team overalls (OVR), positional strengths (DEF, MID, ATT), adjustable power ratings, and venue-aware host advantage.
- Includes match reports with venue metadata, group standings, knockout paths, and championship analytics.
- Provides team profiles, group forecasts, match forecasts, score distributions, and tournament paths for current-state WC26 analysis.
- Includes WC26 Fan Zone leaderboard/review features and Sports Lab links for future tournament formats.