FX Engineer

Top 3 PCA components explain 56.5% of variance across 28 FX pairs' retail positioning. 7 factors total capture common crowd drivers like risk sentiment. Pair-specific edges remain in the rest.

EURGBP volatility ratio London/Asian is 1.79x. AUDJPY is just 1.02x. Pairs differ massively by geography: European pairs explode in London, Asia-Pacific pairs stay flat. One session model fails all pairs. fxeresearch.substack.com/p/session-vola…

FX volatility peaks at 14:00 UTC, reaching 27.07 pips average range. This is 2.3x the quietest hour at 21:00 UTC (12.00 pips). Execution at peak hours faces double the price discovery of trough hours. fxeresearch.substack.com/p/session-vola…

[Weekly Brief] EURNZD at 41st percentile short. NZDUSD at 50th percentile long. Full analysis: fxeresearch.substack.com/p/retail-fx-po… #positioning #weekly #SSI

Retail FX positioning works like this: price moves first, triggering crowd reaction. Transfer entropy confirms info flows from price to SSI 3x stronger across majors. Crowds amplify moves after they start. fxeresearch.substack.com

0.989. Retail FX crowd positioning autocorrelation at 1-hour lag across 28 pairs. Positioning sticks like glue, barely budging hour-to-hour. We track 1,936,174 hourly observations.

Pre-positioning effect: When SSI exceeds 2:1 before a breakout level, the move already happened in positioning. 67% of failed breakouts in RP-001 data show this pattern. The chart is the last to know. fxeresearch.substack.com

[Cornerstone Report] New research: FX volatility peaks at 14:00 UTC with 2.3x the range of the quietest hour. The pattern is structurally stable across 20 years (r=0.987). Full analysis: fxeresearch.substack.com/p/session-vola… #research #volat...

[Cornerstone Report] RP-001 published. 1.9M observations across 28 FX pairs over 12 years. Five findings on retail positioning: persistence, fat tails, and a definitive Granger null. Full methodology, open data. Full analysis: fxeresearch.substack.com/p/the-anatomy-…...

Liquidity sweeps hunt stops below structure. Dealers reverse into trapped shorts.

Liquidity sweeps trap retail at swing lows. Dealers hunt stops below structure, then reverse into trapped shorts. Positioning shows bears loading at breaks that become support. Classic dealer reversal mechanics.

This week's featured resolution: NZDCAD PULSE +58 pips (MFE:MAE 6.2:1). STANDARD conviction, PREMIUM tier. Crowd was 76% long, resolved in 8h of market time (55h wall clock incl. weekend).

Small traders fight the tape. Large traders become the tape. Size determines whether you trade markets or move them.

News moves sentiment. Flows move price. Sentiment without flows is noise.

Retail traders chase liquidity sweeps as signals. Dealers engineer them to hunt stops. Chasing prints loses to understanding positioning. Flows show where liquidity hides, not where price swept.

Hedge funds trade alpha. Pension funds trade beta. Different mandates. Different flow patterns.

Academic finance assumes efficiency. Practitioners assume positioning. Different models. Different edges.

Liquidity sweeps trap retail at obvious breaks. Dealers hunt stops below prior lows, reverse into gamma support. Bears enter where algorithms exit. Positioning shows: one-sided flows fuel the snapback.

Traders chase liquidity sweeps as signals. Flows show dealers engineer them to trap. Sweeps below lows hunt stops, then reverse into fresh bids. Retail reacts to the trap. Institutions set it.

Liquidity sweeps trap retail at obvious levels. Dealers hunt stops below prior lows, then reverse into trapped shorts. Failed breakdowns become support. Positioning shows bears pile in at breaks. Classic machine behavior.