#12Quant & Machine Learning2026
HMBQT
Hummingbird Quant v9 — Solana order-flow trading vault (Ranger Finance Hackathon)
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.