AGH Athletics Intelligence

Projects

Early-stage tools and research we are actively developing.

We're building our first public case studies and prototypes. Updates soon.

Prototype In research Experimental Internal tool

MotionTrack

Prototype

Real-time player tracking and movement analysis from broadcast video using pose estimation and optical flow.

Computer Vision PyTorch Video Analysis

CoachLens

In research

AI-assisted coaching feedback system that surfaces patterns and anomalies from training session data and session notes.

Performance Analytics NLP Time Series

SportsGraph

Experimental

A knowledge graph connecting athletes, competitions, events, and statistics for semantic sport querying.

Knowledge Graph Data Science Graph ML

LiveStats

Internal tool

A live match data pipeline that aggregates, normalises, and serves event streams across multiple data sources.

Data Engineering Streaming API

More projects and case studies are on the way.

Follow our GitHub for the latest activity.

GitHub
Join the team

Build the future of sport with us

Join a team of engineers, analysts, designers, and sport scientists working on real AI projects in sport.