window.huggingface={variables:{"SPACE_CREATOR_USER_ID":"68ebfa4e7763268beb45fdc4"}};d> TradeGuard AI
AMD Developer Hackathon · 2026

TradeGuard AI

Autonomous Trading Risk Analyzer & FTMO Compliance Auditor

AMD MI300X ROCm 7.2 vLLM LangGraph Qwen 2.5 72B
⚡ Live Demo GitHub Demo Video

What it does

Paste a trading strategy or EA config — get a complete institutional-grade audit in 50 seconds. Risk score, FTMO compliance, prioritized recommendations. The kind of audit that costs $300+ from a trading coach.

4-Node LangGraph Pipeline

Input→ Parser→ Risk Analyzer→ FTMO Compliance→ Recommendations→ Report

Each node passes structured state to the next via LangGraph. True multi-agent reasoning — not a single prompt or RAG.

Why this matters

$10B+ market
Annual prop firm challenge fees worldwide.
90% failure rate
Most traders fail by violating rules they don't audit.
48s end-to-end
Full 4-node pipeline on a single MI300X.
192GB VRAM
Qwen 2.5 72B fits with KV cache headroom.

Tech Stack

GPUAMD Instinct MI300X · 192GB VRAM
RuntimeROCm 7.2 + vLLM 0.17.1
LLMQwen 2.5 72B Instruct
OrchestrationLangGraph + LangChain
BackendFastAPI on AMD Cloud
FrontendReact + Vite on Vercel
TunnelCloudflare Tunnel (http2)
LicenseMIT · Open Source

BUILT SOLO BY @GEISERJOE2 · MAY 2026 · AMD DEVELOPER HACKATHON