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Algorithmic Trader & MQL Developer
en
Independent Algo Trading Lab
Welcome to my profile!
I specialize in algorithmic trading and the development of robust Expert Advisors (EAs). With a strong background in complex process automation and systemic business logic, I approach trading as a precise, emotionless mechanism.
My priorities in EA development include:
Strict risk and money management.
Robust forward-testing to avoid curve-fitting and ensure real-market stability.
Modern algorithmic solutions, including seamless API integrations and advanced automation logic.
My goal is to deliver high-quality, stable trading tools for the community. Feel free to reach out - I am always open to feedback, cooperation, and new ideas!
I specialize in algorithmic trading and the development of robust Expert Advisors (EAs). With a strong background in complex process automation and systemic business logic, I approach trading as a precise, emotionless mechanism.
My priorities in EA development include:
Strict risk and money management.
Robust forward-testing to avoid curve-fitting and ensure real-market stability.
Modern algorithmic solutions, including seamless API integrations and advanced automation logic.
My goal is to deliver high-quality, stable trading tools for the community. Feel free to reach out - I am always open to feedback, cooperation, and new ideas!
Roman Mudarisov
Many XAUUSD breakout problems are execution problems, not strategy problems.
A London breakout can look clean on M15, while real results are changed by spread spikes, slow VPS, slippage, or wrong broker server time.
Before changing inputs, I check:
- Maximum spread at entry time.
- VPS latency to the broker server.
- Slippage during volatile minutes.
- Broker time and session window.
- Stop level and execution rules.
If two brokers show different results, the EA is not always the problem. Sometimes the environment is different.
What VPS or broker setup gives you the most stable XAUUSD execution?
A London breakout can look clean on M15, while real results are changed by spread spikes, slow VPS, slippage, or wrong broker server time.
Before changing inputs, I check:
- Maximum spread at entry time.
- VPS latency to the broker server.
- Slippage during volatile minutes.
- Broker time and session window.
- Stop level and execution rules.
If two brokers show different results, the EA is not always the problem. Sometimes the environment is different.
What VPS or broker setup gives you the most stable XAUUSD execution?
Roman Mudarisov
Optimization is useful only when it does not teach the robot to memorize history.
MQL5 Cloud Network helps test thousands of combinations fast, but speed does not replace validation.
For every XAUUSD preset I want to see:
- In-sample logic that still makes sense.
- Out-of-sample behavior that does not collapse.
- Forward or demo results close to the test expectations.
- Stable neighbors, not one magic parameter cell.
A strong preset should be boring: reasonable trade count, controlled drawdown, no single perfect week, and similar behavior across nearby inputs.
How do you separate optimization from curve-fitting?
MQL5 Cloud Network helps test thousands of combinations fast, but speed does not replace validation.
For every XAUUSD preset I want to see:
- In-sample logic that still makes sense.
- Out-of-sample behavior that does not collapse.
- Forward or demo results close to the test expectations.
- Stable neighbors, not one magic parameter cell.
A strong preset should be boring: reasonable trade count, controlled drawdown, no single perfect week, and similar behavior across nearby inputs.
How do you separate optimization from curve-fitting?
Roman Mudarisov
On prop firm accounts, lot size is part of the strategy.
A profitable XAUUSD backtest is not enough if it can violate daily drawdown, max drawdown, or trade limits.
Before I run an EA on a challenge, I check:
- Daily DD limit and maximum drawdown.
- Risk per trade after a losing streak.
- Maximum trades per session and stop-trading rules.
- News and spread filters for volatile periods.
- Broker time and session alignment.
Small risk settings look boring, but they often keep the account alive long enough for the edge to work.
What is your strictest prop-firm rule?
A profitable XAUUSD backtest is not enough if it can violate daily drawdown, max drawdown, or trade limits.
Before I run an EA on a challenge, I check:
- Daily DD limit and maximum drawdown.
- Risk per trade after a losing streak.
- Maximum trades per session and stop-trading rules.
- News and spread filters for volatile periods.
- Broker time and session alignment.
Small risk settings look boring, but they often keep the account alive long enough for the edge to work.
What is your strictest prop-firm rule?
Roman Mudarisov
AI can improve a trading system, but it should not become the trading system.
In MetaTrader 5, ONNX models are useful as a confirmation layer, especially for regime detection, volatility context, or breakout quality scoring.
For a breakout robot, I prefer this order:
- Logic first: range, breakout, stop, and risk.
- Filter second: trend, volatility, and session context.
- AI last: confirmation, not a blind entry signal.
If the base idea loses before AI, the model can hide the weakness during optimization. A simple rule should survive out-of-sample before any machine learning is added.
What do you trust more: simple rules or AI filters?
In MetaTrader 5, ONNX models are useful as a confirmation layer, especially for regime detection, volatility context, or breakout quality scoring.
For a breakout robot, I prefer this order:
- Logic first: range, breakout, stop, and risk.
- Filter second: trend, volatility, and session context.
- AI last: confirmation, not a blind entry signal.
If the base idea loses before AI, the model can hide the weakness during optimization. A simple rule should survive out-of-sample before any machine learning is added.
What do you trust more: simple rules or AI filters?
Roman Mudarisov
Gold does not care about a beautiful Asian range when CPI, NFP or FOMC is ahead.
For XAUUSD, a breakout setup can be technically correct and still be a bad trade if the first impulse is news-driven.
My basic news filter is simple:
- Avoid high-impact windows before and after the release.
- Wait for spread to normalize before new entries.
- Let London confirm a real breakout after the noise.
The goal is not to catch every move. The goal is to skip conditions where execution and volatility are out of control.
Do you disable gold robots around high-impact news?
For XAUUSD, a breakout setup can be technically correct and still be a bad trade if the first impulse is news-driven.
My basic news filter is simple:
- Avoid high-impact windows before and after the release.
- Wait for spread to normalize before new entries.
- Let London confirm a real breakout after the noise.
The goal is not to catch every move. The goal is to skip conditions where execution and volatility are out of control.
Do you disable gold robots around high-impact news?
Roman Mudarisov
Spread filter is not a small feature on gold.
On XAUUSD, a few extra points of spread at the wrong moment can turn a normal breakout entry into a bad one.
This is especially important around London open, when volatility grows fast and liquidity can change quickly.
I prefer simple filters that protect the entry before the trade is opened.
Session range, breakout level, spread filter, risk limit, one trade per day.
Not complicated, but clear.
On XAUUSD, a few extra points of spread at the wrong moment can turn a normal breakout entry into a bad one.
This is especially important around London open, when volatility grows fast and liquidity can change quickly.
I prefer simple filters that protect the entry before the trade is opened.
Session range, breakout level, spread filter, risk limit, one trade per day.
Not complicated, but clear.
· 1
Roman Mudarisov
Before I trust automation, I want to see the idea on the chart.
This is why I like visual testing. You can quickly notice things that are easy to miss in a clean backtest report.
Wrong session time, wide range, bad spread, false breakout, entry too close to news.
A breakout EA should not only open trades. It should also know when market conditions are not good enough.
Simple logic is easier to control.
This is why I like visual testing. You can quickly notice things that are easy to miss in a clean backtest report.
Wrong session time, wide range, bad spread, false breakout, entry too close to news.
A breakout EA should not only open trades. It should also know when market conditions are not good enough.
Simple logic is easier to control.
Roman Mudarisov
No trade is also a result.
A lot of traders expect an EA to open positions every day. I do not think this is a healthy way to trade gold.
Some days the Asian range is too wide. Some days the spread is not good. Some days the breakout already happened before the trading window.
In these situations, skipping the day is better than forcing a weak entry.
For XAUUSD, discipline is often more important than frequency.
A lot of traders expect an EA to open positions every day. I do not think this is a healthy way to trade gold.
Some days the Asian range is too wide. Some days the spread is not good. Some days the breakout already happened before the trading window.
In these situations, skipping the day is better than forcing a weak entry.
For XAUUSD, discipline is often more important than frequency.
· 1
Roman Mudarisov
Broker server time changes the setup
One thing many traders forget when testing XAUUSD breakout systems is broker server time.
The same logic can give different entries on two different brokers if the Asian range is built from a slightly different time window.
One hour shift can change the high, the low, the entry level, the stop loss and the take profit.
Before blaming an EA, I always check the session range first.
For London Gold Breakout, time settings are not a small detail. They are part of the strategy.
What broker time do you use for XAUUSD London breakout setups?
One thing many traders forget when testing XAUUSD breakout systems is broker server time.
The same logic can give different entries on two different brokers if the Asian range is built from a slightly different time window.
One hour shift can change the high, the low, the entry level, the stop loss and the take profit.
Before blaming an EA, I always check the session range first.
For London Gold Breakout, time settings are not a small detail. They are part of the strategy.
What broker time do you use for XAUUSD London breakout setups?
Roman Mudarisov
⚡️ Пробой утреннего флета на Золоте (XAUUSD): стабильная классика или устаревший подход?
Золото — один из самых волатильных инструментов на рынке, и торговать его «в лоб» индикаторными системами часто бывает больно. Но у него есть одна яркая анатомическая особенность: структура ликвидности по ходу торговых суток.
Каждую ночь, во время азиатской сессии, золото зажимается в узкий ценовой коридор. Но как только открывается Лондон (а затем и Франкфурт), на рынок приходят крупные европейские институционалы. Происходит мощный вброс ликвидности, который буквально взрывает ночной коридор, толкая цену в сильное импульсное движение.
Попытка ловить эти импульсы руками — та еще задача:
• Нужно караулить точное время открытия Европы.
• Выставлять отложенные ордера с филигранной точностью.
• Моментально реагировать на ложные пробои, чтобы не поймать стоп-лосс.
Именно поэтому пробойные торговые роботы (EA) на золоте остаются золотым стандартом автоматизации. Советник без эмоций замеряет границы ночного флета, выставляет отложенные ордера Buy Stop and Sell Stop, сопровождает сделку тралом и закрывает её при первых признаках разворота. Одна сделка в день — и свободный вечер.
Но рынок меняется, и крупные игроки часто устраивают «охоту за стопами» (ложные пробои границ диапазона), прежде чем погнать цену в истинном направлении.
🤔 Как вы считаете, классический London Breakout на золоте все еще работает в 2026 году? Или без сложных нейросетевых фильтров ложных пробоев здесь уже делать нечего?
Золото — один из самых волатильных инструментов на рынке, и торговать его «в лоб» индикаторными системами часто бывает больно. Но у него есть одна яркая анатомическая особенность: структура ликвидности по ходу торговых суток.
Каждую ночь, во время азиатской сессии, золото зажимается в узкий ценовой коридор. Но как только открывается Лондон (а затем и Франкфурт), на рынок приходят крупные европейские институционалы. Происходит мощный вброс ликвидности, который буквально взрывает ночной коридор, толкая цену в сильное импульсное движение.
Попытка ловить эти импульсы руками — та еще задача:
• Нужно караулить точное время открытия Европы.
• Выставлять отложенные ордера с филигранной точностью.
• Моментально реагировать на ложные пробои, чтобы не поймать стоп-лосс.
Именно поэтому пробойные торговые роботы (EA) на золоте остаются золотым стандартом автоматизации. Советник без эмоций замеряет границы ночного флета, выставляет отложенные ордера Buy Stop and Sell Stop, сопровождает сделку тралом и закрывает её при первых признаках разворота. Одна сделка в день — и свободный вечер.
Но рынок меняется, и крупные игроки часто устраивают «охоту за стопами» (ложные пробои границ диапазона), прежде чем погнать цену в истинном направлении.
🤔 Как вы считаете, классический London Breakout на золоте все еще работает в 2026 году? Или без сложных нейросетевых фильтров ложных пробоев здесь уже делать нечего?
RENATA PALIOKIENE
2026.05.19
Years ago, fewer traders used the same breakout levels. Today, banks, HFT firms, prop firms, and retail traders all watch similar Asian session highs/lows. That creates crowded trades and predictable liquidity.
Here’s why it’s hard to consistently make money with it now. Price often breaks the Asian range just enough to trigger retail entries and stop losses before reversing.
Here’s why it’s hard to consistently make money with it now. Price often breaks the Asian range just enough to trigger retail entries and stop losses before reversing.
Roman Mudarisov
Ha publicado el código Gold FVG Finder
El indicador detecta las zonas de desequilibrio (Fair Value Gap) en el gráfico y señala con una flecha cuando el precio vuelve a ellas. Es adecuado para el oro, el Forex y cualquier instrumento líquido en intervalos de tiempo que vayan desde M5 hasta H4.
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Roman Mudarisov
Ha publicado el producto
London Gold Breakout es un Asesor Experto de MetaTrader 5 para XAUUSD en el marco de tiempo M15. La estrategia se basa en el rango de la sesión asiática y el comportamiento de ruptura de la sesión de Londres del oro. El EA mide el rango nocturno, espera una ruptura controlada y luego gestiona la operación con filtros de volatilidad, Stop Loss y Take Profit basados en el rango, breakeven, trailing stop, cierre parcial y protección de riesgo diario. Lógica de la estrategia El oro a menudo se
Roman Mudarisov
Ha publicado el código SessionRangeBreakout
Индикатор азиатского диапазона с уровнями пробоя на лондонской сессии. Стрелки входа, алерты, push. Заточен под XAUUSD M15.
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