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
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 Ha publicado el producto

CRT Ghost Candle y HTF Fractal de grado institucional que proyecta la estructura de plazos más altos, barridos de liquidez y sesgo direccional directamente en plazos más bajos - construido para traders discrecionales serios. Versión MT5 : Haga clic aquí Descripción del producto CRT Ghost Candle HTF Fractal es un indicador avanzado de visualización de liquidez y estructura de mercado de nivel institucional diseñado para MetaTrader 4, creado para comprimir la lógica de un marco temporal superior

Ravi Gurung Ha publicado el producto
Comentarios: 1
71.00 USD

Indicador de barrido de liquidez y estructura de mercado CRT Multi-Timeframe CRT Ghost Candle HTF Fractal es un indicador profesional de Forex y multiactivos MT5 que revela la estructura del mercado en un marco de tiempo superior, los barridos de liquidez y los rangos de las velas directamente en los gráficos de un marco de tiempo inferior. Permite a los operadores ejecutar con precisión en plazos inferiores sin perder el contexto de plazos superiores, eliminando la necesidad de cambiar

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 Ha publicado el producto

Index Vector Pro: Sistema de volatilidad de doble motor Professional Index Trading (DE40 & US30) | Engineered for Consistency Index Vector Pro es un sistema de trading algorítmico especializado diseñado para el DAX40 (DE40) y el US30 (Dow Jones) . A diferencia de los bots estándar que exponen las cuentas a un riesgo ilimitado, este sistema utiliza una estricta estructura basada en el tiempo para operar sólo en condiciones de mercado de alta probabilidad. Está diseñado para operadores que

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.
Ravi Gurung Ha publicado el producto

OFERTA DE LANZAMIENTO: 35 $ (por tiempo limitado) Precio estándar: 69 Precio actual: $35 (Ahorre 50%) Estamos ofreciendo este indicador Breakout Vector MTF a un precio de nivel de entrada para construir nuestra base de usuarios inicial. El precio volverá a subir a $69 pronto. Obtenga el Sistema de Niveles MTF Profesional completo por el precio de un indicador estándar. Indicador Breakout Vector MTF con Alerta Móvil y de Escritorio La hoja de ruta institucional para MetaTrader 5 La mayoría de

Ravi Gurung
Ravi Gurung
📊 2025 PERFORMANCE AUDIT: Range Vector Fibo Logic

Just finished stressing-testing the new 0.9/1.25 institutional settings on Gold (XAUUSD) for 2025. The data speaks for itself:

🔹 Net Profit: +226% ($1k ➔ $3.2k) 🔹 Recovery Factor: 6.47 (Institutional Grade)
🔹 Drawdown: Low and controlled 🔹 Logic: Pure vector breakout, NO Grid, NO Martingale.

This is what happens when you trade volatility vectors instead of guessing. The EA is live on the Market now.

See the full strategy here: https://www.mql5.com/en/market/product/158065
Ravi Gurung
Ravi Gurung
🚀 JUST RELEASED: Free Indicator for the 'One Candle' Gold Strategy. Automate your daily vector analysis with the 0.9/1.25 levels. Download 'Range Vector Fibo Logic' now in the CodeBase!
Ravi Gurung
Ha publicado el código Range Vector Fibo Logic (Indicator) - One Candle Strategy
Un indicador visual profesional para la popular estrategia "One Candle" Daily Breakout (0.9 SL / 1.25 TP). Automatiza el análisis vectorial para el Oro (XAUUSD).
Ravi Gurung Ha publicado el producto

Want to AUTOMATE this strategy? We have released the fully automated Expert Advisor based on this logic. Check out Range Vector Fibo Logic EA here:  https://www.mql5.com/en/market/product/158065 ACTUALIZACIÓN DISPONIBLE: ¿Cansado de operar manualmente? Acabo de lanzar la Versión Automatizada MTF con Alertas Móviles y Objetivos Automáticos. Obtenga la versión Pro aquí: https: // www.mql5.com/en/market/product/159350 Range Vector Fibo Logic (Indicador) Estrategia de Una Vela Deje de

Ravi Gurung Ha publicado el producto

<br/ translate="no"> ESPECIAL DE LANZAMIENTO: Sólo los primeros 15 ejemplares Estamos ofreciendo las primeras 15 licencias a un precio con descuento de $ 149 para uso de por vida (Precio regular $ 299) para construir nuestra base de usuarios inicial. Precio actual: 149 Próximo precio : $199 Precio final: $299 Hazte con él antes de que suba de precio. Range Vector Fibo Logic (RVFL) Range Vector Fibo Logic (RVFL) es un sofisticado sistema de trading algorítmico diseñado para capturar el

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