Ravi Gurung
Ravi Gurung
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Bridging the Gap Between Manual Intuition and Automated Precision.

Hi, I’m Ravi — a Quantitative Developer and Algorithmic Trader focused on building high-performance, transparent trading systems for the MQL5 community.

Why My EAs Are Different

My work is grounded in 16+ years of total market experience. I spent 12 years mastering manual trading psychology and market structure, followed by 4 years specializing in Quantitative Development.

I do not build or sell “black box” systems. I design, develop, and refine advanced trading strategies, transforming them into transparent, rules-based Expert Advisors, & Indicators for MetaTrader 5/4.

The objective is simple: automated systems that operate with the precision of a machine while respecting the logic of professional discretionary trading.
Ravi Gurung Hat ein Produkt angeboten

ICT PO3 (Power of 3) AMD Protocol Framework Indikator True Time & Structure Integration | Non-Repainting | Real-Time | Multi-Asset | MT5 Version verfügbar Vollständige Setup-Anleitung & Strategie-Playbook: https://www.mql5.com/en/blogs/post/768683 MT5 Version: https://www.mql5.com/en/market/product/171633 Indikator-Übersicht Das ICT PO3 AMD Protocol Framework ist ein komplettes strukturelles Overlay für MetaTrader 4, das den True Daily Cycle direkt auf Ihren

Ravi Gurung
Beitrag Power of Three AMD Protocol — Full Setup & User Guide (Official Documentation for MT5/MT4) veröffentlicht
Power of Three AMD Protocol — Full Setup and User Guide This is the official guide for every feature, every input setting, and every configuration step in the PO3 AMD Protocol indicator...
Ravi Gurung Hat ein Produkt angeboten

ICT PO3 (Power of 3) AMD Protocol Framework Indikator True Time & Structure Integration | Non-Repainting | Real-Time | Multi-Asset | MT4 Version verfügbar Vollständige Setup-Anleitung & Strategie-Playbook: https://www.mql5.com/en/blogs/post/768683 MT4 Version: https://www.mql5.com/en/market/product/171742 Indikator-Übersicht Das ICT PO3 AMD Protocol Framework ist ein komplettes strukturelles Overlay für den MetaTrader 5, das den True Daily Cycle direkt auf Ihren

Ravi Gurung
Ravi Gurung
Multi-timeframe HTF-CRT on a single chart.

H1 CRT completed.
H4 CRT levels visible without switching timeframe.

One chart. Multiple perspectives.

Does this help you make faster decisions?
Ravi Gurung
CRT Ghost Candle HTF Fractal — Quick Start User Guide This indicator has over 100 input parameters, but you only need to change 5 to start trading. This guide takes under 3 minutes. Follow each step exactly...
Ravi Gurung
CRT Ghost Candle HTF Fractal — Complete Setup & User Guide This is the official setup and user guide for CRT Ghost Candle HTF Fractal, covering every feature, input setting, and configuration step from installation to daily use...
Ravi Gurung
Ravi Gurung
Clean structure. No prediction needed.

Image 1 shows the BTC chart from 3 hours ago.
Image 2 shows the current BTC chart.

Structure didn’t change — only price progressed.
Ravi Gurung
Ravi Gurung
BTCUSD: Reading Higher-Timeframe Structure on M5 Using CRT and HTF Fractals

BTCUSD on M5 is already mapped by higher-timeframe logic.

The grey CRT with the right check-mark indicates a completed CRT.
COH / COL represent the current H1 candle high and low, with C1H/C1L and C2H/C2L marking prior HTF ranges.

Once H1 liquidity is swept, the lower timeframe becomes relevant.

After the sweep, M5 confirms intent through a break of CISD / Breaker structure.
Execution is then either on the break of CISD / Breaker or on a pullback into the CISD / Breaker zone.

This is not prediction.
It is alignment between HTF intent and LTF execution.
Ravi Gurung
Most traders fail not because they lack entries, but because they misread context . Markets do not move randomly. They move within ranges , timeframe hierarchy , and liquidity objectives . Candle Range Theory (CRT) and Higher-Timeframe (HTF) fractals are not entry models...
Ravi Gurung
Ravi Gurung
Example illustrating CRT state transitions and higher-timeframe sweep validation.

This update demonstrates:
• Difference between pending and completed CRT levels
• Higher-timeframe sweep formation versus confirmed sweeps
• Alignment of completed CRT with validated HTF liquidity events

The indicator updates only on candle close and is designed to support context-based discretionary analysis rather than signal generation.
Ravi Gurung
Ravi Gurung
Chart Example: CRT with HTF Context (GBPUSD)

This example demonstrates how the indicator visualizes:

• CRT High and CRT Low ranges
• Higher-timeframe context via ghost candles
• Confirmed vs pending liquidity sweeps
• Daily and Weekly bias alignment

The indicator provides structural context only and does not generate trade signals.
Ravi Gurung
Ravi Gurung
Indicator Update – Enhanced Chart & Timeframe Control

A new version (v4.1) of CRT Ghost Candle HTF Fractal is now available.

This update introduces user-controlled chart behavior and flexible timeframe visualization:

• Option to keep your existing chart settings (background, colors) when switching symbols or timeframes
• Optional enable/disable of TF1, TF2, and TF3 ghost candle clusters
• Improved adaptability across different trading styles and chart themes

The default behavior remains unchanged (clean, standard chart), while advanced users now have full visual control through Inputs.

The update is available from the Purchases section.
Ravi Gurung
Ravi Gurung
Many traders discuss “CRT” and “fractals” as if they are entry signals.

In reality, CRT is not an entry model.
It is a range validation framework.

Fractals do not predict price movement.
They confirm where liquidity has already been engineered.

When the focus shifts from chasing entries to understanding intent,
CRT becomes a tool for structure and context — not prediction.
Ravi Gurung Hat ein Produkt angeboten

CRT Multi-Timeframe Market Structure & Liquidity Sweep Indicator Nicht-überholende | Multi-Asset | MT5 Version verfügbar MT5-Version: https: //www.mql5.com/en/market/product/162075 Vollständiges Benutzerhandbuch - erklärt, was jede Funktion tut und warum: https: //www.mql5.com/en/blogs/post/767525 Schnellstart-Benutzerhandbuch - erklärt, wie und in welcher Reihenfolge zu konfigurieren ist: https: //www.mql5.com/en/blogs/post/767540 Übersicht der Indikatoren CRT Ghost Candle HTF Fractal ist

Ravi Gurung Hat ein Produkt angeboten
Bewertungen: 2
99.00 USD

CRT Multi-Timeframe Market Structure & Liquidity Sweep Indicator Nicht-überholende | Multi-Asset | MT4 Version verfügbar MT4-Version: https://www.mql5.com/en/market/product/162556 Vollständige Setup-Anleitung: https: // www.mql5.com/en/blogs/post/767525 Indikator-Übersicht CRT Ghost Candle HTF Fractal ist ein komplettes institutionelles Marktstruktur-Toolkit für MetaTrader 5. Es projiziert die Kerzenstruktur in einem höheren Zeitrahmen, CRT Trap-Levels, Session-Levels, Höchst- und

Ravi Gurung
Ravi Gurung
Why Data Quality & Execution Matter (My Live Testing Results)

I’ve run 100,000+ backtests since 2020. Most traders blame their strategy when they fail, but the real culprit is often the execution environment.

I am not an affiliate nor promoting, and I gain nothing from this. However, I want to share technical findings on why I use a specific True ECN environment as my “Control Group” for Algo development (as seen in the screenshots).

1. The “100% Quality Data” Standard Most brokers provide 90% or “N/A” modelling quality. This creates “phantom” profits that vanish in live trading. My tests on this setup consistently hit 100% History Quality with real ticks. If your backtest isn't using 100% quality, the results are often unreliable.

2. Why the Execution Environment Matters Beyond data quality, my live testing found these critical factors:

True ECN: Positive slippage on limit orders.

Data Fidelity: Real ticks matching live execution.

Standardization: Correct Tick Values & GMT alignment.

Liquidity: Spreads hold up better during volatility.


The Lesson: Don't optimize your EA to fix a bad feed. Fix your execution environment, then optimize your EA.

Does your current setup provide 100% real tick historical data? Check your strategy tester report.
Ravi Gurung
Ravi Gurung
Version 2.6 – Critical Compatibility Update on “Index Vector Pro”

Universal Broker Support: Improved logic for automatic Tick Size and Tick Value detection.

GMT Alignment: Enhanced stability for brokers with varying server times (GMT+2/GMT+3).

Optimized Execution: Ensures consistent calculations across different liquidity providers (e.g., IC Markets, Pepperstone, Vantage, etc.).

Recommended for all users to update immediately.


https://www.mql5.com/en/market/product/160456
Ravi Gurung Hat ein Produkt angeboten

Index Vector Pro: Dual-Engine Volatilitätssystem Professional Index Trading (DE40 & US30) | Engineered for Consistency Index Vector Pro ist ein spezialisiertes algorithmisches Handelssystem, das für den DAX40 (DE40) und US30 (Dow Jones) entwickelt wurde. Im Gegensatz zu Standard-Bots, die Konten einem unbegrenzten Risiko aussetzen, nutzt dieses System eine strikte zeitbasierte Struktur, um nur mit hochwahrscheinlichen Marktbedingungen zu handeln. Es wurde für Händler entwickelt, die der

Ravi Gurung
Ravi Gurung
Happy New Year 2026! 🥂
A new Yearly Candle just opened. 🕯️
May this year bring you strong trends, zero noise, and plenty of green candles.
Wishing you perfect execution, wealth, and health in the year ahead. Let’s make this one count. 🚀
Ravi Gurung
Ravi Gurung
🎄 Holiday Special (Ends Jan 15th): Get fully automated (Range Vector Fibo Logic — EA)for 2026. Lifetime License reduced to $299 (Save $200) and 3-Month Access for $99. Start the New Year with a professional edge.
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