Ruiqi

I build AI-powered tools for trading and financial analysis.

Python / SQL automation for trading and structuring desks. AI-agent workflows for development. Based in Hong Kong.

24.3M tokens through Claude Code in the last 30 days

Portfolio Manager trading & analysis
Real-time position tracking, P&L, and risk metrics. Auto-syncs from broker with batch reconciliation. Fundamental screening, open interest charting, and option picks — cross-referenced with automated option data analysis.
Live P&LRisk MetricsAuto-SyncBatch RecoFundamentalsOI ChartOption Pick
Equity Research investment memos
Automated institutional-grade research. Bull/bear price targets, risk/reward analysis. 30+ tickers covered across US, EU, and HK markets.
Dual ScenariosPrice TargetsMulti-Market
Strategy Runner signals & backtesting
Runs strategies against live data, logs buy/sell signals with reasoning. Walk-forward backtesting and strategy comparison. Signal-only, no execution.
Live SignalsBacktestingSignal LogsComparison
IPO Screener HK IPO analysis
Screens Hong Kong IPO prospectuses for quantitative signals that predict day-1 price appreciation. Backtested on 554 IPOs over 10 years. Runs on a 4-hour scan cycle with Slack alerts.
Prospectus Analysis10-Year BacktestSignal ExtractionSlack Alerts
Social Media Scanner market-moving posts
Monitors financial accounts, news wires, and officials. Scores posts for market impact. Alerts when a post crosses the threshold.
Impact ScoringLive AlertsMulti-Source
Macro Sentiment regime dashboard
~40 economic indicators across 9 categories. Classifies market regime (Goldilocks, Reflation, Deflation, Stagflation). Composite score from −100 to +100.
40 IndicatorsRegime DetectionSentiment Score
GEX Bot discord bot
Gamma exposure analysis via Discord. Key levels, flip points, regime shifts with charts. Premium tier with scored trade ideas and alerts.
DiscordChartsPremium TierAlerts
Ants flow monitor
Tracks Asian retail and institutional investor flows across US and HK stocks. Settlement data plus broker-level anomaly detection on HK tickers. Signals backtested over 260+ days. Daily Slack alerts.
Retail & Institutional FlowsAnomaly DetectionHK TickersDaily Alerts