About Our Project

This project focused on building a precision-driven model that exposes how institutions collect liquidity before major price movements.

We engineered a system capable of detecting liquidity sweeps, engineered highs/lows, and manipulation pockets across intraday and higher-timeframe structures.

How We Completed The Project

Our methodology blends smart-money logic with strict liquidity sequencing.
At each stage, we ensured the model aligned with the client’s objective: anticipate liquidity grabs, not react to them.

• Sweep detection models
• Engineered equal highs/lows mapping
• Trap recognition filters
• Volume-assisted confirmations

"Precision begins when you stop reacting — and start predicting where liquidity must be delivered."

Client's Requirments

The client required a high-clarity structure for identifying liquidity traps before expansion events.Their priority was consistency, accuracy, and execution confidence.

1. Early identification of fake breakouts.
2. Clean reclaim signals after stop hunts.
3. A simplified way to visualize liquidity zones.

We ensured the framework delivered stable performance on all major Forex and indices pairs.

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Challenges Faced

Primary challenges included:

• Differentiating real sweeps from random intraday volatility.
• Filtering out invalid traps during high-impact events.
• Designing clean, readable visuals for liquidity clusters.

Through structured refinement, the final system became highly accurate and operational in all conditions.

Conclusion

Our Liquidity Extraction Models provide traders with a powerful method to decode manipulation and anticipate liquidity delivery with clarity.
Instead of reacting to stop-runs, traders gain the tactical edge needed to forecast them with confidence.

We continue to build high-performance trading engines designed for mastery, precision, and long-term success.