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#12Quant & Machine Learning2026

HMBQT

Hummingbird Quant v9 — Solana order-flow trading vault (Ranger Finance Hackathon)

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TypeScriptRustDrift Protocol SDKHelius RPCRanger Earn

HMBQT: Hummingbird Quant v9 Solana Trading Vault

HMBQT is a multi-strategy quantitative order-flow trading vault built on Ranger Earn (Solana) executing perpetual futures strategies against Drift Protocol, engineered for the official Ranger Finance "Build-A-Bear" Hackathon 2026.

Strategy Modules

  • Five Integrated Strategies: Deploys statistical arbitrage, order-flow imbalance scalping, funding rate capture, basis trading, and momentum filters across Solana perps.
  • Real-Time Data Streaming: Low-latency ingestion of L2 orderbooks and executed trade prints via Drift's decentralized orderbook (DLOB) WebSocket feeds without authentication bottleneck.
  • Helius RPC Execution: Staked priority execution via Helius RPC nodes interfacing with Drift's on-chain programs.
  • Historical Backtesting Engine: Backtested against high-resolution trade ticks sourced from Binance Vision aggTrade historical archives.