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Bridging the Gap Between Manual Intuition and Automated Precision.
Hi, I’m Ravi — 20-year market veteran, Quantitative Developer, and Algorithmic Trader.
From the exchange floor to the executive office: I founded and ran commodity exchanges, forex & stock broking firms as MD, and served as CEO of an investment & Proprietary Trading company. I have taken real positions, absorbed real losses, and built real profits across stocks, futures, options, forex, CFDs, and crypto.
My work is grounded in 15 years mastering manual trading psychology, market structure, ICT, SMC, and liquidity — followed by 5 years specializing in Quantitative Development and MQL5.
I do not build or sell “black box” systems. I design, develop, and refine advanced trading strategies into transparent, rules-based Expert Advisors, Custom Indicators, and Trading Utilities 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 — so you can skip the costly mistakes I made and reach consistent results faster.
Hi, I’m Ravi — 20-year market veteran, Quantitative Developer, and Algorithmic Trader.
From the exchange floor to the executive office: I founded and ran commodity exchanges, forex & stock broking firms as MD, and served as CEO of an investment & Proprietary Trading company. I have taken real positions, absorbed real losses, and built real profits across stocks, futures, options, forex, CFDs, and crypto.
My work is grounded in 15 years mastering manual trading psychology, market structure, ICT, SMC, and liquidity — followed by 5 years specializing in Quantitative Development and MQL5.
I do not build or sell “black box” systems. I design, develop, and refine advanced trading strategies into transparent, rules-based Expert Advisors, Custom Indicators, and Trading Utilities 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 — so you can skip the costly mistakes I made and reach consistent results faster.
Ravi Gurung
How to Read the Tape: PO3-AMD Cycle
$USTEC $NQ
Look at the sequence:
Asia builds Accumulation (ACN).
After NY Midnight Open, price makes a low — Manipulation (MPN) — then reclaims the open.
The break above provides CISD confirmation.
Price retraces to the open, rejects it, and expands higher, forming HH → HL into Distribution (DBN).
Bullish PO3:
Open → Low → High → Close (OLHC)
Accumulation before the open.
Manipulation after the open.
Distribution after confirmation.
This is how I read PO3-AMD.
The goal isn't to memorize the lines.
Understand the structure, sequence, and timing.
With enough practice, you stop depending on the markings and start seeing the framework directly in price.
https://www.mql5.com/en/market/product/171633
$USTEC $NQ
Look at the sequence:
Asia builds Accumulation (ACN).
After NY Midnight Open, price makes a low — Manipulation (MPN) — then reclaims the open.
The break above provides CISD confirmation.
Price retraces to the open, rejects it, and expands higher, forming HH → HL into Distribution (DBN).
Bullish PO3:
Open → Low → High → Close (OLHC)
Accumulation before the open.
Manipulation after the open.
Distribution after confirmation.
This is how I read PO3-AMD.
The goal isn't to memorize the lines.
Understand the structure, sequence, and timing.
With enough practice, you stop depending on the markings and start seeing the framework directly in price.
https://www.mql5.com/en/market/product/171633
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1
Ravi Gurung
Every timeframe has a delivery model. Learn to read it.
PO3 doesn't care whether it's Asia, London, or New York.
It only cares about how price is delivered.
This 9PM EST H4 candle completed the entire AMD cycle.
M1 simply reveals what H4 is building.
Top-down structure always leaves clues.
https://www.mql5.com/en/market/product/180798
PO3 doesn't care whether it's Asia, London, or New York.
It only cares about how price is delivered.
This 9PM EST H4 candle completed the entire AMD cycle.
M1 simply reveals what H4 is building.
Top-down structure always leaves clues.
https://www.mql5.com/en/market/product/180798
Ravi Gurung
1AM • 5AM • 9AM
2AM • 6AM • 10AM
NY AM Profile Framework
https://www.mql5.com/en/market/product/180798
2AM • 6AM • 10AM
NY AM Profile Framework
https://www.mql5.com/en/market/product/180798
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1
Ravi Gurung
1AM, 5AM, and 9AM in play. 👇
$USTEC $NQ
5AM swept the 1AM high and closed back inside the 1AM range.
9AM delivered the continuation.
Study the sequence.
Sweep → Rejection → Continuation.
https://www.mql5.com/en/market/product/180798
$USTEC $NQ
5AM swept the 1AM high and closed back inside the 1AM range.
9AM delivered the continuation.
Study the sequence.
Sweep → Rejection → Continuation.
https://www.mql5.com/en/market/product/180798
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2
Ravi Gurung
PO3 AMD and the 7-hour Profile in play. 👇
XAUUSD
A clean example of how both frameworks tell the same story.
Daily PO3 AMD:
• ACN → Accumulation
• MPN → Manipulation
• DBN → Distribution
7-hour Profile:
• Asia (AS) established the range.
• London (LD) swept the Asia high and closed back inside.
• New York (NY) delivered the distribution.
Two different frameworks.
One identical price narrative.
Study the chart and train your eyes to read the structure, flow, and sequence.
https://www.mql5.com/en/market/product/171633
XAUUSD
A clean example of how both frameworks tell the same story.
Daily PO3 AMD:
• ACN → Accumulation
• MPN → Manipulation
• DBN → Distribution
7-hour Profile:
• Asia (AS) established the range.
• London (LD) swept the Asia high and closed back inside.
• New York (NY) delivered the distribution.
Two different frameworks.
One identical price narrative.
Study the chart and train your eyes to read the structure, flow, and sequence.
https://www.mql5.com/en/market/product/171633
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2
Ravi Gurung
EURUSD - chart example on Power of Three AMD Protocol.
Daily PO3 (OHLC) projected on the M5 chart, with the 7-hour session profile (Asia → London → New York) in play.
London swept the Asia low and closed back inside the range.
New York then delivered the true expansion.
The Daily PO3 and the M5 chart tell the same story.
Power of Three AMD Protocol.
https://www.mql5.com/en/market/product/171633
Daily PO3 (OHLC) projected on the M5 chart, with the 7-hour session profile (Asia → London → New York) in play.
London swept the Asia low and closed back inside the range.
New York then delivered the true expansion.
The Daily PO3 and the M5 chart tell the same story.
Power of Three AMD Protocol.
https://www.mql5.com/en/market/product/171633
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1
Ravi Gurung
$USTEC $NQ
2AM, 6AM, and 10AM in play.
10AM sweeps the 6AM low.
The M5 chart and projected 4-hour PO3 (OHLC) reflect the same structure.
One session.
Two perspectives.
One framework.
New York AM Session Profile.
https://www.mql5.com/en/market/product/180798
2AM, 6AM, and 10AM in play.
10AM sweeps the 6AM low.
The M5 chart and projected 4-hour PO3 (OHLC) reflect the same structure.
One session.
Two perspectives.
One framework.
New York AM Session Profile.
https://www.mql5.com/en/market/product/180798
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1
Ravi Gurung
New York AM Session Profile Framework
The 1AM, 5AM, and 9AM (EST) model in action.
• 1AM established the range.
• 5AM swept the range (1AM low swept).
• New York confirmed the expansion by breaking the 5AM High.
Read the sequence, not just the candles.
That's the AM Profile Framework.
MT5 - https://www.mql5.com/en/market/product/180798
The 1AM, 5AM, and 9AM (EST) model in action.
• 1AM established the range.
• 5AM swept the range (1AM low swept).
• New York confirmed the expansion by breaking the 5AM High.
Read the sequence, not just the candles.
That's the AM Profile Framework.
MT5 - https://www.mql5.com/en/market/product/180798
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1
Ravi Gurung
Power of Three (PO3) AMD Framework.
• Rejection from PWH.
• 4-hour structure mapped on the 5-minute chart.
• 7-hour Asia, London and New York profile confirming the flow.
The process is simple:
1. Define the narrative.
2. Read the structure.
3. Wait for the structural shift.
4. React only after confirmation.
Define the narrative first. The structure will either validate it or invalidate it.
Study the chart below and understand the sequence behind the move.
https://www.mql5.com/en/market/product/171633
• Rejection from PWH.
• 4-hour structure mapped on the 5-minute chart.
• 7-hour Asia, London and New York profile confirming the flow.
The process is simple:
1. Define the narrative.
2. Read the structure.
3. Wait for the structural shift.
4. React only after confirmation.
Define the narrative first. The structure will either validate it or invalidate it.
Study the chart below and understand the sequence behind the move.
https://www.mql5.com/en/market/product/171633
Ravi Gurung
Your progress in trading is simply a reflection of your review process.
For those who is serious about improving, this is the self-feedback loop to use after every trading day:
Trade.
Review.
Apply.
Repeat.
A good trade can lose. A bad trade can win.
Review the decision, not the outcome.
Download the image and save it.
For those who is serious about improving, this is the self-feedback loop to use after every trading day:
Trade.
Review.
Apply.
Repeat.
A good trade can lose. A bad trade can win.
Review the decision, not the outcome.
Download the image and save it.
·
1
Ravi Gurung
Chart Example of BTCUSD:
True 9AM play.
5AM low swept by the 9AM candle and closed back inside.
H4 PO3 structure on M5 shows a clean reclaim of the H4 Open and AM Open.
Rejection → Reclaim → Expansion.
This is how the 1AM, 5AM, and 9AM session sequence unfolds.
True 9AM play.
5AM low swept by the 9AM candle and closed back inside.
H4 PO3 structure on M5 shows a clean reclaim of the H4 Open and AM Open.
Rejection → Reclaim → Expansion.
This is how the 1AM, 5AM, and 9AM session sequence unfolds.
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1
Ravi Gurung
The Complete Guide to ICT Power of Three (PO3) & AMD Framework
19 juin 2026, 14:49
The ICT Power of Three (PO3): The Ultimate Guide to Accumulation, Manipulation, and Distribution There is a distinct reason why most retail traders can look at a price chart, correctly identify the overall trend, and still consistently lose money...
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1
1731
Ravi Gurung
Produits publiés
New York AM Session Profile NY AM Session Profiling Framework | Non-Repainting | Real-Time | FX & Index Presets | MT5 Version Available Full Setup Guide & Strategy Playbook: https://www.mql5.com/en/blogs/post/771380 MT5 Version: https://www.mql5.com/en/market/product/180798 Indicator Overview The New York AM Session Profile framework is a professional market-structure visualization tool designed for traders who study liquidity, session behaviour, and institutional price
Ravi Gurung
Produits publiés
New York AM Session Profile NY AM Session Profiling Framework | Non-Repainting | Real-Time | FX & Index Presets | MT4 Version Available Full Setup Guide & Strategy Playbook: https://www.mql5.com/en/blogs/post/771380 MT4 Version: https://www.mql5.com/en/market/product/180946 Indicator Overview The New York AM Session Profile Framework is a professional market-structure visualization tool designed for traders who study liquidity, session behaviour, and institutional price delivery
Ravi Gurung
Don't let the market overcome your character.
React to the market's context according to your style.
At first, it feels stressful.
But in the long run, that discipline becomes your edge.
That's when trading starts becoming a business, not a game.
React to the market's context according to your style.
At first, it feels stressful.
But in the long run, that discipline becomes your edge.
That's when trading starts becoming a business, not a game.
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1
Ravi Gurung
CRT Ghost Candle HTF Fractal
Version 6.5 released;
New Feature: Bias-Based CRT Alert Filter.
Users can now choose between Bullish CRT Alerts, Bearish CRT Alerts, or Both directly from the Input Settings for more precise and focused alert notifications.
Version 6.5 released;
New Feature: Bias-Based CRT Alert Filter.
Users can now choose between Bullish CRT Alerts, Bearish CRT Alerts, or Both directly from the Input Settings for more precise and focused alert notifications.
·
1
Ravi Gurung
CRT Ghost Candle HTF Fractal - MT4,
Version 6.5 released;
New Feature: Bias-Based CRT Alert Filter.
Users can now choose between Bullish CRT Alerts, Bearish CRT Alerts, or Both directly from the Input Settings for more precise and focused alert notifications.
Version 6.5 released;
New Feature: Bias-Based CRT Alert Filter.
Users can now choose between Bullish CRT Alerts, Bearish CRT Alerts, or Both directly from the Input Settings for more precise and focused alert notifications.