LESNAR AI Engineering company · Nairobi

Work / Finance research

Gold Trader

Research into automated XAUUSD trading, run on paper. Its most useful result is the one that says no.

Researchpaper trading only · never real moneysource: github.com/lesnargitonga/Gold-Trader

Live orders: locked

  • Live trading is off by default in code, and the interface can never switch it on.
  • The lock stays until at least 20 forward Grade-A trades show an edge.

The refusal to trade

Replays and backtests, not live results.

−$79,297
unfiltered, overlapping signals from nine strategy families

The firehose

Backtest
−$334
the same signals, one position at a time

Sequential

Backtest
110→0
entries allowed once a macro hard block was added, in a 30-day replay

Macro block

Replay
+2.65R
Grade-A trades when macro was mixed, at a 71% win rate

Mixed macro

Replay
−10.29R
Grade-A trades when macro was aligned

Aligned macro

Replay
421
tests passing; one pre-existing failure, one skipped

Tests

Suite

What this page does not show

  • Live performance: no real order has ever been placed.
  • A proven edge: it is unproven until forward trades confirm it.
  • Advice: nothing here is a recommendation to trade.