Process heavy work in the background
Demo parsing runs through Celery and Redis. The interface tracks processing status while the API remains available for library and analysis requests.
Praeverto
Turn Counter-Strike 2 demos into match statistics, interactive 2D replays, and tactical patterns across games.
01 / 062D replay
Scrub through a round with player positions, utility, and replay controls.
The idea
A match demo contains far more information than a scoreboard. Praeverto turns that raw record into a visual way to review positioning, utility, and recurring team strategies.
What went into it
This full-stack project connects a React and TypeScript interface to a Python API and background demo-processing pipeline. It brings player statistics, replay controls, utility heatmaps, and multi-demo pattern analysis into one workflow.
Design & engineering decisions
Load replay data round by round
Round-indexed replay data and interpolated Canvas rendering separate the cost of parsing a match from the experience of scrubbing through it.
Give numbers a spatial context
Player and team statistics sit alongside radar replays, grenade trajectories, heatmaps, and overlays across multiple demos.