Roddy Huang
Bankroll Challenge
Research
Quantitative research & prediction systems.
Vol Forecasting
liveEGARCH(2,3,2) vs LSTM/Transformer on BTC-USD 1-min data — EGARCH matches DL performance.
ML-HFT
liveOrderbook microstructure feature engineering + XGBoost signal generation for BTC/ETH.
NCAA Prediction
buildingProbabilistic March Madness prediction with ensemble models, targeting Kalshi live trading.
Lab
Poker tools, trading programs & experiments.
Poker Range Trainer
BuildingGTO preflop range explorer with position-aware charts. Interactive drill mode for NL Hold'em 6-max.
OKX Trading Bot
BuildingPerpetual futures execution engine. OKX WebSocket → Kafka → Freqtrade pipeline with self-aggregated candles.
Hand History Analyzer
Coming SoonImport PokerStars / GGPoker hand histories. Auto-tag leaks, calculate VPIP/PFR/3Bet, generate session reports.
Vol Surface Visualizer
Coming Soon3D implied volatility surface with real-time options chain data. Interactive term structure & skew dynamics.
Macro Dashboard
Coming SoonCross-asset regime detection. VAR-CAPE signals, yield curve monitor, sentiment indices.
Poker Equity Calculator
Coming SoonMonte Carlo equity calculator with range vs range support. Hand equity, fold equity, ICM calculations for tournaments.
This Week
Current sprint & project progress.
PM Sprint 1: Frameworks & PRD Writing
researchResearch Portfolio
building4 projects live on GitHub: Icarus straddle (82% WR, SR 1.89), VAR-CAPE (40% RMSE↓), EGARCH vs DL, OU stat-arb. Architecture complete; data integration ongoing.
Image Agent
buildingHandwritten math → LaTeX. Multi-backend OCR with OpenCV preprocessing + Vision LLM verification.
Personal Site v2
buildingPortfolio dashboard, daily auto-deploy via Vercel CLI, Obsidian heatmap sync, Claude digest.
PM Skill Building
building8-week sprint: PM frameworks → AI Agent PM → Crypto PM → Portfolio projects. Targeting AI×Quant×Crypto PM roles.
Job Search System
buildingObsidian pipeline. 27 companies, 19 applications tracked, daily briefs. Now expanded to PM roles.
Crypto Bot
buildingOKX perpetual futures. Kafka signal pipeline with self-aggregated candles. Freqtrade execution.
Activity
just nowLive from GitHub — synced every 3 days. @RoddyH17
Let's Connect
Interested in quant research, philosophy, or poker? I'm always open to a good conversation.