2025Axon
Axon
End-to-end platform for Agrichallenge organizers to run AI model evaluation competitions, with async evaluation infrastructure and a web dashboard.
FastAPIFlutterCeleryRedisDockerSupabase
More projects
01 — SECTION
The Challenge
Agrichallenge organizers lacked a robust, scalable infrastructure to securely accept, queue, and automatically evaluate machine learning model submissions from multiple participants in real-time.
02 — SECTION
The Solution
Developed a comprehensive evaluation platform featuring an asynchronous Celery/Redis task queue for model testing, a FastAPI backend, and a Flutter-based dashboard for real-time tracking.
03 — SECTION
Key Features
01
Scalable asynchronous model evaluation pipeline using Celery and Redis
02
Real-time leaderboard with live score updates and rankings
03
Organizer dashboard for managing competition phases and participants
04
Secure sandboxed execution environment for participant code using Docker
04 — SECTION
Impact & Results
Successfully handled the evaluation of numerous AI models concurrently, ensuring zero downtime during the competition and providing immediate feedback to participants.