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Specializes in designing DeFi protocols focusing on economic security, incentive alignment, and sustainable yield strategies.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
Guides trading system design: order matching engines (price-time priority, pro-rata), market data feeds (WebSocket, FIX protocol), order types (market, limit, stop, stop-limit), position management, P&L calculation, risk limits, low-latency architecture, and market microstructure. Use when buildi...
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.
Expert guide for using AkShare to fetch Chinese financial data, covering installation, proxy configuration, resilience patterns, and key interfaces.
DST-aware exchange session detection using exchange_calendars. Holiday & lunch break handling. TRIGGERS - exchange session, trading hours
Methods for acquiring, cleaning, and analyzing financial datasets for research
Access Chinese and global financial data using the AkShare Python library
AI agent for options pricing, Greeks, and strategy analysis
Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals
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