Getting started as quant

Start with a small, testable loop: collect data, define one rule set, backtest conservatively, then review assumptions before any execution.

Use a paper-trading environment first. Keep logs for every decision and version your code from day one.

Document assumptions explicitly: market regime, latency, slippage, data quality, and failure scenarios.

Move from simple to advanced only after your baseline process is stable and reproducible.