Nexus Commander - The Unified AI-Esports Intelligence Platform
Автор: Samira Samrose
Загружено: 2026-02-03
Просмотров: 5
Описание:
A comprehensive end-to-end platform for professional esports teams and fans, powered by AI and machine learning. Nexus Commander bridges the gap between raw telemetry data and high-level strategic insights.
Nexus Commander is a Python platform that ingests GRID Data API match JSON files and runs four analysis pipelines on the parsed data. The data layer reads 19 JSON files, parses `seriesState.games` into typed dataclasses (MatchMetadata, DraftData, PlayerStats, TeamStats), and builds a Pandas DataFrame. An orchestrator class (NexusCommander) initialises all components in a fixed sequence and exposes a unified interface.
It is designed to give professional esports teams and coaches a competitive edge through:
**AI-Powered Analysis**: Strategic insights from match telemetry data
**Automated Scouting**: Generate comprehensive opponent reports in seconds
**Draft Assistance**: GNN-based champion draft predictions and recommendations
**Fan Engagement**: Interactive mini-games for community engagement
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