AI Systems & Deployment Engineer | Quant Research | Trader | Ex-Commercial Bank Data Analyst

Friday fun, hopefully y'all went to the beach early with the pre-market, post-news long the op of the day. Then, filtering with local structure and the auction keeping you from getting chopped. Covered in the vid, big love xx Enjoy your weekend!
Happy Friday, You Bloody Champions! Last day to click some buttons using some retail-grade alpha, and piss off the qwants for making money you shouldn't be allowed to! Go get it ledges! - A few stacked levels but not too bad; I have stronger levels to lean on to the downside today, so would prefer some pullbacks rather than a grind and fading upper! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out topside: 30,570-80 (minor) Within range above us: 30,270-90 (minor) 30,092-107 29,915-30 29,780-90 Within range below us: 29,635-50 29,525-40 29,415-35 29,295-320 29,205-25 Further out bottom-side: 29,095-105 29,005-20 28,910-30 28,810-30 28,687-702 (minor) 28,410-20 28,145-55 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Bloody legends! Almost the end of the week and you're still alive, nothing bad about that aye! Hope you had a cracking day, and let's get into the review. Big love xx
Happy Thursday, Beautiful People! Last night I impromptly caught up with an absolute legend I hadn't chatted with in ages, when I should have been sleeping. It was ofc worth it. Great humans are doing great shit and being great humans all over the place; find your spot amongst some, and there's only upside. A rule I've lived by since a younin' is I will always connect with people who have that vibe - that one that you know if you know. For me, there's no agenda other than a genuine interest and the energy I get by getting to know more about them, how they are, what's making them feel great, and maybe also shitty. It fills me up, and I hope I also provide some of that good energy back to them - in between cursing like a sailor. Anyway! Let's get it! - Still some stacked internal levels topside today internally - note the minor vs normal, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,090-110 Within range above us: 29,980-30,000 (minor) 29,895-905 29,725-45 29,580-600 Within range below us: 29,500-20 29,375-95 29,190-210 Further out bottom-side: 29,035-55 28,900-10 (minor) 28,685-705 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Happy Thursday, Beautiful People! Last night I impromptly caught up with an absolute legend I hadn't chatted with in ages, when I should have been sleeping. It was ofc worth it. Great humans are doing great shit and being great humans all over the place; find your spot amongst some, and there's only upside. A rule I've lived by since a younin' is I will always connect with people who have that vibe - that one that you know if you know. For me, there's no agenda other than a genuine interest and the energy I get by getting to know more about them, how they are, what's making them feel great, and maybe also shitty. It fills me up, and I hope I also provide some of that good energy back to them - in between cursing like a sailor. Anyway! Let's get it! - Still some stacked internal levels topside today internally - note the minor vs normal, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,090-110 Within range above us: 29,980-30,000 (minor) 29,895-905 29,725-45 29,580-600 Within range below us: 29,500-20 29,375-95 29,190-210 Further out bottom-side: 29,035-55 28,900-10 (minor) 28,685-705 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Happy Wednesday, Fam! Another cracker summer day to randomly smash some buttons, tell your friends you're a quant, and then get to the beach by afternoon. Let's get it! - Still some stacked internal levels topside today internally - note the minor vs normal, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,050-60 (minor) 29,990-30,010 (minor) 29,895-905 29,795-810 Within range above us: 29,650-70 29,585-600 29,510-20 29,400-10 29,340-50 Within range below us: 29,175-95 29,035-55 Further out bottom-side: 28,900-10 (minor) 28,685-705 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Happy Tuesday, Ledges! Have a good day, you bloody champions. Imagine a life where the optimal entry, exit, and points flow in and the urge to smash your keyboard in half when your PT gets missed by a tick flows out. Breathe in-breathe out. Let's get it! - Still some stacked internal levels topside today internally - not the minor vs normal, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,050-60 (minor) 29,990-30,010 (minor) 29,895-905 29,795-810 Within range above us: 29,690-700 29,575-90 29,500-510 (minor) 29,440-60 29,390-95 (minor) Within range below us: 29,195-215 29,060-80 Further out bottom-side: 28,965-75 28,900-10 28,755-86 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Beautiful people! Couple banger trade of the day ops on both sides. Enable the Aussie-dipshit-translation-service on your phone and jump on in for the review and see exactly how! Big love x
Happy Monday, Fam! *insert motivational Monday speech highlighting everyone's greatness while also shit-talking* Let's get it! - Still some stacked internal levels both sides today internally, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,050-60 (minor) 29,990-30,010 (minor) 29,895-905 29,795-810 Within range above us: 29,690-700 29,575-90 29,500-510 29,435-45 29,390-95 (minor) Within range below us: 29,235-45 (minor - already tagged) 29,175-85 29,060-80 Further out bottom-side: 28,965-75 28,900-10 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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Happy Monday, Fam! *insert motivational Monday speech highlighting everyone's greatness while also shit-talking* Let's get it! - Still some stacked internal levels both sides today internally, so have to be nimble there, but you know what to do with the confirmations by now! As usual, keeping the outer range levels on here (cause I'm lazy), but obviously some are 1k+ points out, so just plot those within the usual ranges if you're not running the indi. Further out top side - ignore these if not using the indi: 30,050-60 (minor) 29,990-30,010 (minor) 29,895-905 29,795-810 Within range above us: 29,690-700 29,575-90 29,500-510 29,435-45 29,390-95 (minor) Within range below us: 29,235-45 (minor - already tagged) 29,175-85 29,060-80 Further out bottom-side: 28,965-75 28,900-10 Usual game plan: Flows>Location>Auction>Order Flow Reminder: for my style, I treat every trade as a scalp, always with local confirmation that controls for level slips. Stop orders are the best order type for this approach - executing on the way back up/down. Structure (macro and lower TF) overrides, and I will play levels right at them and/or with meaningful slip on the way back up/down with my local confirmations - more advanced. As usual, the levels are only one part of the game plan, so keep on top of the context and your filters! Trade well!
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free source code: pastes.io/otubwtMD
Just finished "Cracking the Money Code" by Larry Williams. some fun stuff
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Just published a new TradingView indicator: ADR Alpha It’s basically a visualization tool for ADR, showing how much of the move is already done and how much room is left. • Uses a selectable timeframe • Projects ADR-based expansion • Shows remaining % room • Marks exhaustion clearly Helps you avoid trading late moves. As always, for free... tradingview.com/script/6Gpvb…
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Just finished "Cracking the Money Code" by Larry Williams. some fun stuff
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just probabilities, eh? 🎲📈
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The guy in the comments is right lol. If you flip a coin for trade direction and aim for 3R profit risking 1R you will have ~25% win rate. I don't blame stoic here since he only knows how to count till 5 (or 6 not sure)😇
imagine calling someone a retard and then saying a coin flip gives you a 25% win rate I was trying to help him... but then I saw ICT in his handle...
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Seeing a bunch of similar analyses drop just after my post. must be something in the air! Loving the shared energy 😂
Statistical Observation: Nasdaq(NQ1!) Hourly Range Mean Reversion I analyzed NQ1! historical price action to measure the probability of price returning to the mid-level of a specific hourly range after a break (sweep) occurs. Methodology : The study defines a "valid return" as price touching the 50% level of the previous hour's range within a 3-hour window immediately following that hour. The Outlier 07:00 - 08:00 Range :The data shows a significant statistical anomaly during the 07:00-08:00 window. Probabilities (Return within 08:00-11:00) : High Sweep Reversion: 83.2% Low Sweep Reversion: 82.7% Average Probability: ~83% It is an interesting anomaly. You should check this on your own charts to see how price behaves during this specific window. #DataAnalytics #Quant #NQ #Futures #NQStats
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I see so many renamed "paid models" where you count to 5 and suddenly you're profitable. Even the free ones doing the same thing. Why rename it? It's just Market Structure. That's it. They rebrand it to make it sound attractive to new traders who don't know any better. Just learn: Market Structure (There are so many sources which explains it wrong , you can check photon youtube video for correct Market Structure) Fibonacci retracements Premium/Discount zones WHY these concepts work (most importantly) Understand the logic behind price action. Not the fancy labels someone slapped on it. "4/5/6 swing model" , "SBS", "Shithole Model" Same concepts. Different packaging. Learn the fundamentals. Master the execution. Keep your money. Stop paying for rebranded market structure just because someone gave it a catchy name.
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This is exactly why most traders lose money - they don't understand the indicators they're using. RSI uses the last 14 weekly close prices to calculate the ratio of average gains to average losses. Context is EVERYTHING. COVID CRASH - Last 14 weeks before RSI low (March 9, 2020): → Started at $7,118 → rallied to $10,151 (+42.6%) → crashed to $5,361 → 6 up weeks averaging +6.70% gains → 7 down weeks averaging -8.35% losses → The massive bullish run before the crash inflated the "average gain" component → RSI: 33.33 CURRENT - Last 14 weeks (Feb 2, 2026): → Started at $104,722 → consistently grinding down to $76,130 (-27.3%) → 5 up weeks averaging only +2.33% gains → 8 down weeks averaging -5.18% losses → No bullish run to inflate RSI - just relentless weekly bleeding → RSI: 31.95 The RSI is lower now DESPITE a smaller percentage drop because: 1. COVID had a strong rally mixed in (Dec-Feb) that boosted average gains 2. Current decline is pure consistent downward pressure with weak bounces 3. The "average gain" in the RSI formula is drastically lower now You're comparing a crash after a rally to a pure relentless grind. Completely different price structures = incomparable RSI readings. Learn the actual math behind your indicators before making brain-dead comparisons. This is how people blow up accounts thinking "low RSI = automatic bounce." Stop trading numbers. Start understanding what they actually measure.
Bitcoin is MORE oversold than during the COVID crash 🚨
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Just published my new indicator: Relative Equal Highs/Lows (REHs/RELs). This script identifies engineered liquidity structures. These are flat price sequences that often act as magnets for price. It uses standard chart OHLC to ensure accuracy across all chart types and features a unique "Wait & Validate" mechanism to filter out immediate noise. A note for developers: I intentionally designed the threshold as a manual input. I personally do not like automatic thresholds as they can be inconsistent. Since the code is open source, you are welcome to modify it and implement your own ATR or percentage-based logic if you prefer dynamic settings. Get the script here: tradingview.com/script/oRJbv…
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I liked Eddie’s idea on this. I saw his post when he first shared it and spent a lot of time watching those lunch sessions, then ran my own stats. My analysis covers data from 2016 up to today (excluding holidays), and it doesn’t hit an 80%+ success rate. It is closer to an average of about 62%, so be careful.
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