Open Technology, On-Device Safety & Sovereign Sports Infrastructure
Data Fight Central (DFC) builds open-source combat sports technology, deterministic safety triage, and sovereign promoter infrastructure across Australia, New Zealand, and the Pacific Islands.
GitHub Grant & Accelerator Proposal Summary
Project Mission: Delivering open-source, deterministic athlete safety tools (Pink Shield, Warm Door, Shakura Sentinel), MoveNet pose feedback, and zero-upfront digital ticketing for sanctioned regional combat sports.
- Deterministic Safety Triage: 100% on-device client safety checks, zero LLM reliance during distress, and emergency 000/1800RESPECT routing.
- Open-Source Architecture: High-performance Node 22 Firebase Functions v2, React 19, and MoveNet TensorFlow.js vision models.
- Grassroots Athlete Allocation: Fighter seller codes: athletes earn the share their promoter sets on the tickets they sell, and promoters pay nothing up front.
Pink Shield & Safe Harbour
Deterministic 1-tap crisis check-ins, silent SMS dispatch, and zero-questions gym access for survivors and athletes rebuilding after trauma.
MoveNet Pose Telemetry
On-device 17-keypoint WebGL stance evaluation, punch velocity tracking, and guard drop detection running 100% locally in browser memory.
Warm Door Pay-It-Forward
Pay-it-forward hot drink vouchers and 24/7 venue seats for anyone needing safety, shelter, or a quiet room at 3am.
Explore the Public Codebase
Inspect our public contribution history, test suites, and deployment tools directly on GitHub.
View @DIRTYBOXING / Data-Fight-Central on GitHub