Session-Aware Strategy Stack: First Results from 3.5 Days of Paper Trading
207 paper trades across 103 tokens with session-specific variants (prime, pnl, score). 16–24 emerges as the production window; 00–08 remains research-only.
Welcome — I write candidly about live trading systems, on-chain analytics, and applied ML.
Expect system breakdowns, post-mortems, quantified experiments, and practical methods to turn data → edge.
Recent posts
Inside the Low-Cap Alpha Signal Bot: Architecture, Logic & Design
Breaking down the architecture of a production-grade Solana trading system: queues, filters, strategies, and live performance.
Backtesting Low-Cap Strategies: From EDA to Execution
Using alpha token datasets to explore strategies, stress-test exits, and simulate performance before going live.
Taming Chaos: How I Built a Clean Multi-Source Dataset for Solana Token Forecasting
The story behind cleaning, aligning, and imputing Solana token data for robust quantile forecasting models.