AMM liquidity provision mathematics including constant-product, concentrated liquidity, price impact, and LP share calculations
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Reinforcement learning for trade execution optimization including order splitting, adaptive timing, and impact minimization
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Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits
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Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity
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Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis
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Free, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token profiles
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Daily temperature high/low bracket and threshold contracts on Kalshi — contract structure, forecast→P(YES) map, settlement rules, cross-venue divergences, and weather-specific pitfalls
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[STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volatility surfaces, and Greeks for crypto options
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Portfolio-level performance measurement including return metrics, risk metrics, risk-adjusted ratios, rolling analysis, and HTML reports
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Pre-execution Solana transaction streaming via Jito ShredStream, Shyft RabbitStream, and Triton Deshred
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Direct Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and program queries
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Wallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading
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Multi-method cost basis computation including specific identification, FIFO, LIFO, HIFO, and proportional average cost with partial sell handling
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Impermanent loss calculation, modeling, and breakeven analysis for AMM liquidity provision across pool types
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Market regime identification using volatility clustering, trend detection, and statistical methods for adaptive trading
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Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators
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Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going back years, exchange volumes, trending tokens, and category filters. Best for macro analysis and long-term historical data.
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Cross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-dependent correlation
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Export trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLedger, TokenTax, and IRS Form 8949
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Crypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentum, and smart money flow
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