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저는 MetaTrader 5를 위한 고성능 리스크 중심 트레이딩 시스템을 개발하는 전문 트레이더이자 Expert Advisor(자동매매 시스템) 개발자입니다. 저의 경쟁력은 실제 시장 경험에서 비롯되었으며, 드로우다운을 극복하고 전략을 지속적으로 개선하며, 실전 환경에서도 일관되게 작동하는 규율 있고 재현 가능한 트레이딩 프레임워크를 구축해 왔습니다.
저는 Code Guardian의 창립자로서, 트레이더들이 명확한 판단과 확신을 가지고 시장에 참여할 수 있도록 실용적인 도구와 교육을 제공합니다. 다섯 아이의 아버지로서, 저는 정확성, 일관성, 그리고 분명한 목적을 통해 자유를 만들어가는 것을 사명으로 삼고 있습니다.
저는 트레이더이자 개발자로서 제 성장에 가장 큰 영향을 준 한 가지 원칙을 따르고 있습니다. “너희는 먼저 하나님의 나라를 구하라. 그리하면 이 모든 것을 너희에게 더하시리라.” — 이는 예수 그리스도의 말씀이며, 제가 믿는 이 세상에서 가장 위대한 개발자입니다.
저는 Code Guardian의 창립자로서, 트레이더들이 명확한 판단과 확신을 가지고 시장에 참여할 수 있도록 실용적인 도구와 교육을 제공합니다. 다섯 아이의 아버지로서, 저는 정확성, 일관성, 그리고 분명한 목적을 통해 자유를 만들어가는 것을 사명으로 삼고 있습니다.
저는 트레이더이자 개발자로서 제 성장에 가장 큰 영향을 준 한 가지 원칙을 따르고 있습니다. “너희는 먼저 하나님의 나라를 구하라. 그리하면 이 모든 것을 너희에게 더하시리라.” — 이는 예수 그리스도의 말씀이며, 제가 믿는 이 세상에서 가장 위대한 개발자입니다.
Michael Prescott Burney
Filter stack for trade qualityAfter the classifier generates a directional bias, the signal must pass through a configurable filter stack before a trade can be opened. Available filters include a volatility filter, regime filter, ADX filter, EMA trend filter, SMA trend filter, session filter, spread filter, and kernel filter.
The volatility filter is designed to block trades during abnormal spikes, while the regime filter helps distinguish trending conditions from flat market structure. The EMA and SMA filters can be used to keep trades aligned with the broader trend, and the ADX filter can restrict entries to periods with sufficient directional strength.
This layered structure is useful because one condition alone is rarely enough in live markets. The EA is designed so that classification, trend alignment, volatility control, and execution filters can work together rather than depend on a single trigger.
https://www.mql5.com/en/market/product/180639?source=Site+Profile+Seller
The volatility filter is designed to block trades during abnormal spikes, while the regime filter helps distinguish trending conditions from flat market structure. The EMA and SMA filters can be used to keep trades aligned with the broader trend, and the ADX filter can restrict entries to periods with sufficient directional strength.
This layered structure is useful because one condition alone is rarely enough in live markets. The EA is designed so that classification, trend alignment, volatility control, and execution filters can work together rather than depend on a single trigger.
https://www.mql5.com/en/market/product/180639?source=Site+Profile+Seller
· 1
Michael Prescott Burney
Lorentzian Classification EA for MetaTrader 5
Lorentzian Classification EA is a machine-learning-based Expert Advisor for MetaTrader 5 designed to classify market conditions and automate trade execution using a structured confirmation process. It combines Lorentzian Distance K-Nearest Neighbors (KNN) classification with kernel regression trend confirmation, then applies multiple market filters and configurable trade management rules before opening a position.
The system was built for traders who want a more adaptive, data-driven approach than fixed-rule indicators alone. Instead of relying on a single signal source, the EA evaluates a multi-feature market state, compares it to historical patterns, and uses confluence logic to reduce weak or low-quality entries.
https://www.mql5.com/en/market/product/180639?source=Site+Profile+Seller
Lorentzian Classification EA is a machine-learning-based Expert Advisor for MetaTrader 5 designed to classify market conditions and automate trade execution using a structured confirmation process. It combines Lorentzian Distance K-Nearest Neighbors (KNN) classification with kernel regression trend confirmation, then applies multiple market filters and configurable trade management rules before opening a position.
The system was built for traders who want a more adaptive, data-driven approach than fixed-rule indicators alone. Instead of relying on a single signal source, the EA evaluates a multi-feature market state, compares it to historical patterns, and uses confluence logic to reduce weak or low-quality entries.
https://www.mql5.com/en/market/product/180639?source=Site+Profile+Seller
· 1
Michael Prescott Burney
Risk Management
Reversion Apex EA includes a full risk-control engine rather than simple signal execution. It supports automatic risk-% position sizing, fixed-lot mode, ATR-based or fixed stop loss and take profit, break-even protection, trailing stop management, and optional RSI cross-back exits. It also includes daily loss protection, maximum drawdown guards, profit target control, spread filtering, session filtering, and one-entry-per-bar logic for more disciplined live trading.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
Reversion Apex EA includes a full risk-control engine rather than simple signal execution. It supports automatic risk-% position sizing, fixed-lot mode, ATR-based or fixed stop loss and take profit, break-even protection, trailing stop management, and optional RSI cross-back exits. It also includes daily loss protection, maximum drawdown guards, profit target control, spread filtering, session filtering, and one-entry-per-bar logic for more disciplined live trading.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
· 1
Michael Prescott Burney
Included set file profiles
The EA is delivered with seven pre-configured set file profiles to provide structured starting points for different trading styles and time horizons. These profiles include M15 Scalping, M30 Intraday, H1 Swing, H4 Position, D1 Long-Term, H1 XAUUSD Gold Specialist, and H4 Conservative / Prop Account.
The H4 Position profile is the primary recommended starting point because the underlying Lorentzian framework was originally designed and tested around higher intraday to swing-style timeframes. The other profiles are intended for traders who prefer faster execution, gold-specific tuning, long-term trend participation, or lower-risk funded-account style operation.
These profiles are not presented as fixed final settings. They are designed as structured baselines that traders can further test and refine for their own broker conditions, symbols, and execution style.
https://www.mql5.com/en/market/product/180639?source=Site+Profile#
The EA is delivered with seven pre-configured set file profiles to provide structured starting points for different trading styles and time horizons. These profiles include M15 Scalping, M30 Intraday, H1 Swing, H4 Position, D1 Long-Term, H1 XAUUSD Gold Specialist, and H4 Conservative / Prop Account.
The H4 Position profile is the primary recommended starting point because the underlying Lorentzian framework was originally designed and tested around higher intraday to swing-style timeframes. The other profiles are intended for traders who prefer faster execution, gold-specific tuning, long-term trend participation, or lower-risk funded-account style operation.
These profiles are not presented as fixed final settings. They are designed as structured baselines that traders can further test and refine for their own broker conditions, symbols, and execution style.
https://www.mql5.com/en/market/product/180639?source=Site+Profile#
· 1
Michael Prescott Burney
Feature-driven market classification
The EA supports up to five simultaneous features in its classification model. The default configuration uses RSI, WaveTrend, CCI, ADX, and a second RSI with different settings so the algorithm can analyze momentum, deviation, cycle behavior, and trend strength from multiple angles.
Each feature is configurable, allowing the user to tailor the behavior of the classifier to different symbols and timeframes. This makes the EA suitable for traders who want to keep the default research-based structure while still being able to optimize the input profile for their own market selection.
Because the feature set is part of the similarity calculation, changing feature periods or types directly affects how the system interprets historical market states. This gives advanced users room to perform optimization and walk-forward validation without changing the overall architecture of the strategy.
https://www.mql5.com/en/market/product/180639?source=Site+Profile#
The EA supports up to five simultaneous features in its classification model. The default configuration uses RSI, WaveTrend, CCI, ADX, and a second RSI with different settings so the algorithm can analyze momentum, deviation, cycle behavior, and trend strength from multiple angles.
Each feature is configurable, allowing the user to tailor the behavior of the classifier to different symbols and timeframes. This makes the EA suitable for traders who want to keep the default research-based structure while still being able to optimize the input profile for their own market selection.
Because the feature set is part of the similarity calculation, changing feature periods or types directly affects how the system interprets historical market states. This gives advanced users room to perform optimization and walk-forward validation without changing the overall architecture of the strategy.
https://www.mql5.com/en/market/product/180639?source=Site+Profile#
· 1
Michael Prescott Burney
Lorentzian Classification EA for MT5: A Machine Learning Trading System Built for Smarter Market Decisions If you are looking for an Expert Advisor that goes beyond fixed indicator rules and instead learns from historical market behavior, the Lorentzian Classification EA was built for that purpos...
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305
Michael Prescott Burney
Kernel regression confirmation
To avoid acting on raw classification output alone, the EA includes a kernel regression confirmation layer. It uses Rational Quadratic and Gaussian kernel estimates to evaluate trend alignment and to confirm whether a KNN signal is supported by the current directional structure of the market.
If the kernel filter is enabled, long signals require bullish kernel alignment and short signals require bearish kernel alignment. This extra confirmation step is intended to reduce false signals, especially during ranging or unstable conditions.
The same kernel logic can also be used for dynamic exit management. When enabled, trades may be closed based on kernel crossover behavior instead of using only a fixed holding model.
https://www.mql5.com/en/market/product/180639?source=Site+Market+My+Products+Page#description
To avoid acting on raw classification output alone, the EA includes a kernel regression confirmation layer. It uses Rational Quadratic and Gaussian kernel estimates to evaluate trend alignment and to confirm whether a KNN signal is supported by the current directional structure of the market.
If the kernel filter is enabled, long signals require bullish kernel alignment and short signals require bearish kernel alignment. This extra confirmation step is intended to reduce false signals, especially during ranging or unstable conditions.
The same kernel logic can also be used for dynamic exit management. When enabled, trades may be closed based on kernel crossover behavior instead of using only a fixed holding model.
https://www.mql5.com/en/market/product/180639?source=Site+Market+My+Products+Page#description
· 1
Michael Prescott Burney
Core idea behind the system
At the center of the EA is a Lorentzian Distance classifier. For each new closed bar, the system builds a feature vector from technical measurements such as RSI, WaveTrend, CCI, and ADX, then compares the current market state to historical data in order to find similar patterns. Based on how those similar patterns resolved in the past, the classifier produces a directional prediction score.
The Lorentzian Distance approach is used because it compresses large feature differences more gracefully than standard Euclidean distance. In practical terms, this makes the similarity calculation more resistant to outliers and volatility spikes that often distort financial data.
The KNN engine can scan up to 2,000 historical bars, evaluate neighbors using the Lorentzian metric, and generate a bullish or bearish vote based on the outcomes of the nearest historical matches. The resulting prediction score helps determine whether current conditions favor a long or short setup.
https://www.mql5.com/en/market/product/180639?source=Site+Market+My+Products+Page
At the center of the EA is a Lorentzian Distance classifier. For each new closed bar, the system builds a feature vector from technical measurements such as RSI, WaveTrend, CCI, and ADX, then compares the current market state to historical data in order to find similar patterns. Based on how those similar patterns resolved in the past, the classifier produces a directional prediction score.
The Lorentzian Distance approach is used because it compresses large feature differences more gracefully than standard Euclidean distance. In practical terms, this makes the similarity calculation more resistant to outliers and volatility spikes that often distort financial data.
The KNN engine can scan up to 2,000 historical bars, evaluate neighbors using the Lorentzian metric, and generate a bullish or bearish vote based on the outcomes of the nearest historical matches. The resulting prediction score helps determine whether current conditions favor a long or short setup.
https://www.mql5.com/en/market/product/180639?source=Site+Market+My+Products+Page
· 1
Michael Prescott Burney
출시돈 제품
Lorentzian Classification EA for MetaTrader 5 Lorentzian Classification EA is a machine-learning-based Expert Advisor for MetaTrader 5 designed to classify market conditions and automate trade execution using a structured confirmation process. It combines Lorentzian Distance K-Nearest Neighbors (KNN) classification with kernel regression trend confirmation, then applies multiple market filters and configurable trade management rules before opening a position. The system was built for traders who
· 1
Michael Prescott Burney
Lorentzian Classification EA for MetaTrader 5
Lorentzian Classification EA is a machine-learning-based Expert Advisor im releasing soon for MetaTrader 5 designed to classify market conditions and automate trade execution using a structured confirmation process. It combines Lorentzian Distance K-Nearest Neighbors (KNN) classification with kernel regression trend confirmation, then applies multiple market filters and configurable trade management rules before opening a position.
The system was built for traders who want a more adaptive, data-driven approach than fixed-rule indicators alone. Instead of relying on a single signal source, the EA evaluates a multi-feature market state, compares it to historical patterns, and uses confluence logic to reduce weak or low-quality entries.
Lorentzian Classification EA is a machine-learning-based Expert Advisor im releasing soon for MetaTrader 5 designed to classify market conditions and automate trade execution using a structured confirmation process. It combines Lorentzian Distance K-Nearest Neighbors (KNN) classification with kernel regression trend confirmation, then applies multiple market filters and configurable trade management rules before opening a position.
The system was built for traders who want a more adaptive, data-driven approach than fixed-rule indicators alone. Instead of relying on a single signal source, the EA evaluates a multi-feature market state, compares it to historical patterns, and uses confluence logic to reduce weak or low-quality entries.
· 1
Michael Prescott Burney
Trading logic
The Expert Advisor evaluates the market on each closed bar. It rebuilds the Quantum Delta Wave, detects fresh structural divergence around recent pivots, and can require extreme-zone confirmation before allowing an entry.
Buy setup: bullish divergence, where price makes a lower low while the wave makes a higher low in oversold territory
Sell setup: bearish divergence, where price makes a higher high while the wave makes a lower high in overbought territory
Entry style: selective, rule-based, and designed to avoid overtrading
https://www.mql5.com/en/users/michael4308/seller
The Expert Advisor evaluates the market on each closed bar. It rebuilds the Quantum Delta Wave, detects fresh structural divergence around recent pivots, and can require extreme-zone confirmation before allowing an entry.
Buy setup: bullish divergence, where price makes a lower low while the wave makes a higher low in oversold territory
Sell setup: bearish divergence, where price makes a higher high while the wave makes a lower high in overbought territory
Entry style: selective, rule-based, and designed to avoid overtrading
https://www.mql5.com/en/users/michael4308/seller
· 1
Michael Prescott Burney
Best use case
DeltaPulse Auto is intended for traders who want an automated divergence strategy with clear risk boundaries, structured trade management, and preset-based deployment across multiple market types.
https://www.mql5.com/en/market/product/180330?source=Site+Profile+Seller
DeltaPulse Auto is intended for traders who want an automated divergence strategy with clear risk boundaries, structured trade management, and preset-based deployment across multiple market types.
https://www.mql5.com/en/market/product/180330?source=Site+Profile+Seller
· 1
Michael Prescott Burney
출시돈 제품
DeltaPulse Auto for MT5 DeltaPulse Auto is an Expert Advisor for MetaTrader 5 that trades structural divergence confirmed by the Quantum Delta Wave and manages exposure with built-in prop-firm risk controls. What this Expert Advisor does DeltaPulse Auto is the automated counterpart of the DeltaPulse Wave concept. It is designed for traders who want selective entries, hard-stop protection, and disciplined account management in one trading robot. Automated divergence-based entries Quantum Delta
Michael Prescott Burney
Reversion Apex EA combines a clear mean-reversion entry model with professional trade management and built-in account safeguards. It is designed for traders who want a cleaner, more controlled approach to automated trading on MetaTrader 5.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
· 1
Michael Prescott Burney
What this Expert Advisor does
DeltaPulse Auto is the automated counterpart of the DeltaPulse Wave concept. It is designed for traders who want selective entries, hard-stop protection, and disciplined account management in one trading robot.
Automated divergence-based entries
Quantum Delta Wave confirmation
ATR-based stop-loss and take-profit management
Break-even and ATR trailing functions
Risk-based or fixed-lot position sizing
Built-in prop-firm protection rules
27 ready-to-load presets
https://www.mql5.com/en/users/michael4308/seller
DeltaPulse Auto is the automated counterpart of the DeltaPulse Wave concept. It is designed for traders who want selective entries, hard-stop protection, and disciplined account management in one trading robot.
Automated divergence-based entries
Quantum Delta Wave confirmation
ATR-based stop-loss and take-profit management
Break-even and ATR trailing functions
Risk-based or fixed-lot position sizing
Built-in prop-firm protection rules
27 ready-to-load presets
https://www.mql5.com/en/users/michael4308/seller
· 1
Michael Prescott Burney
Use Case
Reversion Apex EA is built for traders who want disciplined automation without overtrading or chasing price. It is suitable for traders working with Forex, metals, indices, and crypto CFDs, especially those who value rule-based execution and account protection.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
Reversion Apex EA is built for traders who want disciplined automation without overtrading or chasing price. It is suitable for traders working with Forex, metals, indices, and crypto CFDs, especially those who value rule-based execution and account protection.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
· 1
Michael Prescott Burney
Included presets
DeltaPulse Auto includes 27 presets so users can start with a configuration that is already aligned with the target market and account style.
Forex presets for major pairs and intraday or swing use
Metals presets for instruments such as gold and silver
Index presets for session-aware index trading
Crypto presets for 24/7 markets with wider ATR settings
Broker account-type presets for Cent, Standard, ECN, and Large accounts
Prop-firm style presets for FTMO, FundedNext, The5ers, and generic one-step challenge workflows
https://www.mql5.com/en/users/michael4308/seller
DeltaPulse Auto includes 27 presets so users can start with a configuration that is already aligned with the target market and account style.
Forex presets for major pairs and intraday or swing use
Metals presets for instruments such as gold and silver
Index presets for session-aware index trading
Crypto presets for 24/7 markets with wider ATR settings
Broker account-type presets for Cent, Standard, ECN, and Large accounts
Prop-firm style presets for FTMO, FundedNext, The5ers, and generic one-step challenge workflows
https://www.mql5.com/en/users/michael4308/seller
· 1
Michael Prescott Burney
Included Bonus
When you purchase Reversion Apex EA, you will also receive the matching indicator at no extra cost. This bonus is included free as an added $100 value.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
When you purchase Reversion Apex EA, you will also receive the matching indicator at no extra cost. This bonus is included free as an added $100 value.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
· 1
Michael Prescott Burney
DeltaPulse Auto for MT5DeltaPulse Auto is an Expert Advisor for MetaTrader 5 that trades structural divergence confirmed by the Quantum Delta Wave and manages exposure with built-in prop-firm risk controls.
https://www.mql5.com/en/users/michael4308/seller
https://www.mql5.com/en/users/michael4308/seller
· 1
Michael Prescott Burney
Presets and Setup
The product is designed to be practical to deploy and includes a full preset library organized for different markets and use cases. Presets are available for Forex majors, metals, indices, crypto CFDs, account types, and prop-firm style configurations, making it easier to match the EA to your symbol, timeframe, and risk profile. A detailed user manual and setup guidance are included so the system can be installed and configured correctly from the start.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
The product is designed to be practical to deploy and includes a full preset library organized for different markets and use cases. Presets are available for Forex majors, metals, indices, crypto CFDs, account types, and prop-firm style configurations, making it easier to match the EA to your symbol, timeframe, and risk profile. A detailed user manual and setup guidance are included so the system can be installed and configured correctly from the start.
https://www.mql5.com/en/market/product/180327?source=Site+Market+My+Products+Page#description
· 1