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AI app: OptimiserSim for AMD Developer Hackathon: ACT II

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OptimiserSim

OptimiserSim

Created by team TeamExplorer on July 10, 2026

AMD Developer Cloud Gemma

Hybrid Token-Efficient Routing Agent

OptimiserSim is an intelligent model-routing layer designed to automatically select the least expensive Fireworks AI model capable of answering each query accurately. It evaluates query complexity, routes requests to the most cost-efficient model, and maintains quality through continuous accuracy monitoring. The system delivers 40 to 70 percent cost reduction compared to single-model setups while preserving response fidelity. Analytics provide visibility into routing decisions, cost trends, and performance metrics. The repo includes a FastAPI backend, utility modules, and a Dockerfile for containarized deployment.

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Web Application

Github Presentation Demo

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