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AgeKay

Quotes from 100% Automated Independent Retail Trader

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I've found this excellent link in the Is 100% Mechanical Trading Possible? thread that someone shared.

 

It's a Q&A with an independent retail trader that has automated his trading and trades around 800k to 1.5 million shares a day and make 2cents per trade on average. He made 7 figures profit in 2008 after expenses and taxes.

 

  Quote
I used to work as a software engineer and started developing and trading automated strategies in my spare time in 2006. I went full time in 2007 and have been profitable every quarter since

 

I know it's everyone dream to automated trading, but he gives you insights in how this looks like in the real world. Other than that, he's confirming many things other professional traders say but since retail traders refuse to listen I thought it might be worthwhile summarizing his answers here. (These aren't all his responses just those I found interesting)

 

So here it goes:

 

  Quote
I was making 65k/year for several years. After expenses I was an average middle class employee. I started trading with around 35k and then later borrowed additional money from family and friends.

After taxes, business expenses (I operate through a single member LLC), I earned a little under 7 figures in 2008. I've since ramped up volume, but I'm lagging behind last year.

Yes, I work alone. I am in contact with others traders, but mostly we just bullshit around and speculate on the future of our economy. I'd love to have a few people to bounce ideas off of and to get more perspectives. I've entertained the idea of going past a single member LLC and attempt to expand, but the business is cut-throat and I've only got a few good edges.

I was honestly clueless when I first started trading. I've got to admit I got roped in by the great advertising, flashing lights, indicator loaded charts, and of course the lure of fast/big money. It didn't take me long to abandon all of that garbage. From there on, I, being a computer science guy, decided to stick with automated non-TA based strategies. I was also lucky enough to have an incredibly experienced trader teach me the ropes and a couple of really important lessons. I never looked at the market the same way and developed my strategies upon those principles. It took me around 7 months from inception to have a working trading model with a sizable edge, which I started trading with 26k (down from 35k at start). There were a couple of books that helped me along (On modelling, derivatives, etc), and my stats knowledge also came in handy.

 

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I know of/met a handful of traders who are automated like myself. I'm sure there's quite a few of us out there, but the game is controlled by larger players.
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[good internet places where knowledgeable traders can be met] are private and usually by invitation

 

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While I don't post on them, fattail.org, nuclearphynance, and wilmott forums have a good audience. There's also a few gems at elitetrader, but I don't think there's more than a couple of guys who are making money and they don't post often.

 

  Quote
Early on, I was in nasty drawdown period and I was having trouble figuring out what was off. I made the same mistake virtually all traders make, I caved to the vast collection of trading psychology books. When the guy mentoring me found out what I was reading, he gave me the following gem: Only pikers worry about psychology, either you have an edge and you exploit it, or you don't have one and you lose and chase every other excuse.

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99% of finance books are garbage, but those are the ones I thought helped me in some way or another. There's also plenty of interesting research papers if you've got access to some databases.

 

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I was using a combination of retail feeds, but quickly jumped onto enterprise solutions, because the retail ones just are not sufficient.

 

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I'm using a patched together platform composed of a tick database, message queue, and my own trading framework along with a simple order management system. I'm connected to two brokers via FIX and get data from DTN NxCore.

 

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Any serious broker will have FIX connectivity. The most retail friendly one that still offers FIX, imho, is Interactive Brokers. Generally, the places that focus on professionals/institutions all do FIX.

 

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I rarely look at bar/candlestick charts. I'll peek at one after hours or when I pull up the S&Ps or something like that. I personally don't put much weight into price patterns/indicators, so I tend to ignore those

 

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I rarely take it beyond simple calculus.

 

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I honestly haven't had good experiences with the prepackaged software. Usually I end up spending more time hacking it to what I want it to do than implementing the strategy itself.

 

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It's an 8-6 job. I'm constantly adjusting, researching, and developing strategies as market conditions quickly change. Anyone sitting on the beach while the trading ATM is printing money wont be in business very long.

 

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I think the quicker you get away from traditional technical analysis, the better. While I think people can make money in many ways, technical analysis is outdated, and we have the computing power and knowledge for better models. I think you need to start approaching the market from a different angle, focus on developing strategies that are not based on charts.

 

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I've used everything from neural nets, SVMs, particle swarm optimization, to artificial immune systems. I have a significant investment in automated news analysis, specifically sentiment interpretation.

 

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I think it should be clear by now that there is manipulation on all fronts. From news, to circle jerk analyst upgrades, to behind closed door bailouts, to front running and flash orders.

 

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I've had almost every aspect of my trading operation give out or fail at some point or another. Redundancy is key.

 

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[On the random walk theory and efficient markets:] I'm in the boat with the behavioral economists.

 

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[On why not every software developer is doing this:] The knowledge barrier has to be overcome. When you want to learn a new programming language, you can buy a book or a course. If you want to become a doctor, you go to medical school. In finance/trading, you can't get access to education, but you still pay tuition. Most don't make it out of the learning stage. You need discipline and motivation, capital, and a lot of time. If it were that easy, everyone would already be doing it.

 

  Quote
I'd say about 1/2 of my time I spend on the software/hardware side of things, especially now that I'm trying to improve my infrastructure. I'm something of a jack of all trades, as I have to worry about a lot of different components, so I'm sure most are not optimal. There's no doubt that I could squeeze out more performance and therefore more profit if I hired professional guys with targeted expertise to do specific things. My time could then be focused more on the research/development side, which is what actually makes the money.

 

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Everything is dynamic and the market/participants are always changing. You've got to stay on your toes, there's no room for apathy

 

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Edges are short lived, I'd rather squeeze out every penny I can while I can. I'd sell a model after it quit working, but I'm not a douche bag.

 

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Some of my strategies are fully automated, others are like gray boxes, in that I tune their parameters in real time during the trading day (this makes up about 25% of my trading). I never interfere with any execution, nor do I pull bad trades, as all the logic is handled within the system. Of course on major disaster days like 9/11, I would step in and then close out.

I have an idea of where I want to exit any trade, based on my models, before I put it on; any profit I can get in addition is just a plus.

 

  Quote
I use limit orders. I add/remove liquidity on a 50/50 split. I started out trading small size (100 shares), so yes, you can start small.

 

  Quote
I personally haven't touched Assembly. I usually try to get away with the least amount of development time as possible, which means I'll start with a high level language like python and then drop to C++ if need be. I've spent significant time optimizing my C++ code. I know that some firms will write their own machine code on specialized hardware.

 

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[On MetaTrader] No. I don't deal with bucket shops or their sketchy platforms

 

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On datafeeds? I pay close to 2 grand for all my data. L1/L2, options and 300 for a futures/fx feed.

For news I pay 450

 

  Quote
[On displayed size:]Yes, I use it a lot, although you have to have a good model to decide what is legit and what isn't.

 

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Yes, I utilize a lot of strategies which are generally accepted as bad practices by the retail trading community. I heavily martingale in a futures based strategy.

 

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[On depth in DOM:] Very important, especially in lower volume issues. For example, when I'm trying to push out 100 contracts on the NQ or YM.

 

  Quote
People misunderstood how much capital I'm working with, due to my title causing confusion. I do 800-1.5m shares a day, on a 2cent/share average, and made a profit of close to 1m last year. BUT 800k would be plenty for the strategy.

I'm doing this or more size on a martingale type strategy. On the NQ, my maximum loss without hedging is around the 20k mark, which I mitigate with options and can get it down to around a third to half of that. Worst case scenario happens on 1.4% of trades. All of this is automated and I don't tend to stick in issues for 50 ticks at a time; it's a fast game.

 

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I utilize a variety of robust mathematical methods, so an understanding of statistics I would say has been a good part of my success.

 

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There are a lot more factors to consider than just price. Even with just price, think of what you can come up with as far as market neutral strategies goes, possibly combine it with options. I have a non directional mean reversion strategy running on the ES that relies on specific volatility characteristics and I hedge out with options. The strategy works 95% of the time, but the losses are brutal. Therefore the key caveat with this strategy is to contain losses and that's where the options come in.

 

  Quote
I started out with stocks because I needed a broad range of issues to trade. I've gotten into SIFs, currency futures, and options since.

 

  Quote
Right now, I'm hooked up to IB and Lime Brokerage through FIX. I have used the IB API in the past.

 

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I'm not a market maker nor do I do any equity arbitrage. I'm doing some arbs on vanilla options

 

  Quote
[On cause of financial crisis]: People like me are definitely not the cause. High frequency trading is a drop in the capitalistic bucket, a mere fraction of the money traded/made/manipulated. I think you need to go up a few notches.

Historically, the most secure and lodged industries are the financial/banking industries. They'll always be around. There is absolutely nothing wrong with automated trading or short selling. As far as golden parachutes, the value of a CEO is debatable, and I don't think anyone is worth 100million/year.

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Great post. Fascinating interview.

 

I'm not surprised to read that much of what the average retail trader thinks is wrong. Of course, some of this is "one man's opinion" but there are some gems in there.

 

One for me is the statement about 99% of the books being worthless for him. Or all the various systems. But then he states several books clearly helped him. That it was his introduction to another trader in the beginning that made the all the difference. I think the message here, and from most traders I talk to that no, they did not do it on their own. That yes, they ended up chasing a lot of dubious strategies and system vendors but eventually they hit on one that made a big difference. Even if it wasn't 'out of the box' followed, the culmination of experiences plus hitting on the right book, training, software, etc... helped them turn the corner.

 

I rarely read about anyone who has done it without any assistance at all. So I think it's trial and error. Once you learn not to chase those selling get rich quick, and instead chase the vendors who seem to be honest and balanced you start to make some real progress. That was how it is for me. To this day I get crazy emails everyday that I ignore, but on occasion I get something that you can clearly see was developed by an actual, real, live trader. Not some bogus marketing or curve-fitted EA. That's what I pursue to expand my knowledge.

 

Plus boards like TL where you can learn from others as well.

 

Thanks for sharing.

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(i wrote this in response to the original thread so added it here as well)

 

nice find - the few things I found most interesting out of all the discussions was;

- nothing works all the time, there is constant tweaking and research and refinement.

- its traded as a portfolio of systems, with lots of small positions each time

- There is still a lot of work involved on a daily basis, there is no set and forget.

- while they dont look at charts - all price action/movement/charts are derived from the price....so its all the same source - it seems its all a matter of how you wish to visualise it. Either is a chart form - which can cause us to see things that are not really there, or based on actual evidence of things that work as shown via backtesting.

ie; you actually have to be able to visualise the edge yourself and program it, rather than just looking at a chart and saying thats a pattern. (if that makes any sense)

re; emotion/discipline - ideally the testing and the automation should fix all those issues, so long as you thoroughly test, believe and understand the system. AND then be prepared to modify it or drop it, or stick to it when it loses..... all much the same, except like any tool the computers allow some tasks to be made easier.

I personally dont agree with the martingdale strategies, I understand them, but even in his own words, says that the losses are brutal..... I wonder how much impact his hedging, options and spread of strategies limits these losses, while for most people it would ultimately lead to their ruin.

Good luck to them. Its great to see alternative views.

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An interesting set of views. Good to see an iconoclast interviewed.

 

I recall being heavily influenced by an interview years back ... and regretting it now to some extent.

 

One thing he doesn't realize, not having traded thru 911, is that he might not get out of those positions and the hedged black swan will still be interesting. I'd be interested in seeing a followup interview after something like that.

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It was briefly mentioned, but I wonder if he ever started that business and is hiring programmers yet...

 

(p.s. if you are reading this and hiring, pm me...;))

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  AgeKay said:

I know it's everyone dream to automated trading, but he gives you insights in how this looks like in the real world. Other than that, he's confirming many things other professional traders say but since retail traders refuse to listen I thought it might be worthwhile summarizing his answers here. (These aren't all his responses just those I found interesting)

 

 

1) It's one person's opinion on trading

2) We have no idea if anything of what he says actually produces live profits

3) There are many, many ways to make money in this business (and plenty of ways to lose as well)

 

Interesting read? Sure.

 

Prove that he's a pro and that we all should be quivering at this interview b/c clearly it's superior information? Not quite.

 

One thing I've learned on my time trading and cruising the forums out there is that there are zero absolutes in trading and what can or can't make money. What you view as no good, others can view as gold.

 

As for retail traders not listening, I think the new traders and struggling traders do nothing BUT listen to ANYTHING and EVERYTHING and that is their very downfall. Personally I've been doing this long enough that I could care less what some guy on a forum is saying and know better than to treat that as gold or anything new.

 

In the end we are all taking the exact same information and processing it in some fashion. That's it. How you process that is your decision.

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  brownsfan019 said:

2) We have no idea if anything of what he says actually produces live profits

 

Have you read his answers / my quotes? Of course, he could be lying but it doesn't seem that he's making that up.

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  AgeKay said:
Have you read his answers / my quotes? Of course, he could be lying but it doesn't seem that he's making that up.

 

I did read it. And like I said, we have no idea if what he's saying actually makes real money. I also read that he lives in a tiny apartment and drives a Nissan. I understand that some don't want to spend money on everything, but if you are pulling in what he says he is, you can't get yourself a decent home with a decent car?

 

Anything that is presented on forums (esp about trading) doesn't mean squat to me at this point. People love to talk a good game, but very few ever show any evidence of being able to do it when it counts.

 

Interesting casual read, so thanks for sharing. To take this as the end-all to TA is a little extreme. ;)

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While I agree with what you say Browns Fan, I also think that the points made sound far more realistic and closer to the reality of what happens..... ie; its all hard work, constant tweaking, and involves a lot of research.

 

Point is this is a trading forum to discuss ideas, share experiences.

 

It will also never be the end of technical analysis - thats like saying its the end of maps.... I prefer to think that these guys have a different way of visualizing the same price information, they just do it in numbers and statistics.

As the only real truism in trading that I would like to see someone debunk is the truth that you only make money by being long the things that go up, and short those that go down. It does not matter how you do it.

 

In terms of buying big house etc; ..... well Warren Buffet still lives in the same house in the middle of no where (no offense to those there), plus this guy has supposedly only been trading since 2007. He also may be wishing to build up the trading equity. Either way I dont think its a great measure to judge.

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For crying out loud, 2 pennies per share is what counts as trading success today? That's an edge? Let's wait 'til the guy learns how to trade before we dedicate a thread to him, shall we?

 

The problem with these quant types is that they fail to see that there are but a handful of edges, and these true edges endure. An edge that is ephemeral is not an edge, it is a coincidence.

 

2 pennies! It's not worth rolling into the office for 2 pennies. As a matter of fact, I trade a lot of stock myself, and I cannot remember the last stock trade where, had I wanted to, I could not have had at least a nickle! But what's the point of that?

 

Only pikers worry about psychology? Well, that makes sense, as I am a piker, and I happen to think that psychology is paramount. What good is discovering an edge if you cannot control your emotions well enough to exploit it?

 

Quant guys and HTF types are so out of touch with their own psychology that they cannot see how deluded they are concerning what they presume to be their superiority.

 

2 pennies? If he's not cutting 2 quarters, he's not there yet.

 

Best Wishes,

 

Thales

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2 pennis net profit on 1 million shares per day isn't too bad. I doubt you understand what his trading is all about. This is normal for HFT. It's completely different from manual trading.

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  brownsfan019 said:

Prove that he's a pro and that we all should be quivering at this interview b/c clearly it's superior information?

 

I can't prove it. I don't know this guy. It's quite unrealistic though that he made all that up if you read his answers. He doesn't get anything out of posting on reddit other than maybe an ego boost.

 

I shared this because there isn't much information on real *automated trading* (think algos) beyond the usual 1-2-3 indicator combination, e.g. EAs. A lot of this is obviously not applicable to manual trading, i.e. psychology. There is no psychology to worry about when everything is executed automatically.

 

  brownsfan019 said:
I did read it. And like I said, we have no idea if what he's saying actually makes real money. I also read that he lives in a tiny apartment and drives a Nissan. I understand that some don't want to spend money on everything, but if you are pulling in what he says he is, you can't get yourself a decent home with a decent car?

 

  Quote
I used to work as a software engineer and started developing and trading automated strategies in my spare time in 2006. I went full time in 2007 and have been profitable every quarter since

 

  Quote
After taxes, business expenses (I operate through a single member LLC), I earned a little under 7 figures in 2008.

 

  Quote
I do 800-1.5m shares a day, on a 2cent/share average, and made a profit of close to 1m last year.

 

  Quote
With the volume I trade, I've gotten great commission rates. Note that the 2 cents average was inclusive of commissions.

 

  Quote
I'm just over 30. I live in a 900sqft apartment, drive a Nissan, and do not have a girlfriend atm. Not that there's anything wrong with spending money on those things, but it hasn't ever been my style. The only thing I will spend major money on is traveling.

 

  Quote
Yes, I take holidays. In the past, I would completely turn off the trading operation so I could relax with peace of mind, but the past two vacations, I kept running 2 of my bread and butter strategies. My father who is retired then took over at my office for me to monitor the systems and just made sure nothing crazy happened.

Here is how I see it. He's been trading for 2 full years and started on borrowed money. He probably paid it back. Then he's probably building up capital. He also states that he's not into spending money and at this stage it would be stupid to spend big money if he's only 2 years into it and plans to expand. Of course, he could be lying, but if he was, do you really think he'd write that he lives in a 900ft apartment and drives a Nissan? He'd say he drives a Ferrari and lives in a big ass mansion. And who makes up stories like the one with his dad baby-sitting his computers? He could have just said that he doesn't worry about it because everything is automated and he's partying all day with Megan Fox and Jessica Alba.

 

Even the 2 cents on average per trade and large volume is what you would expect from automated trading systems. If he said, he'd be making 20 cents, I personally would not believe him because HFT systems don't make 20 cents on average.

 

So, he's either a real trader, or lives in a fantasy world. I find the former more likely based on what he wrote.

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The guy has some pretty good advice about a lot of things but as is often the case 'facts' and 'opinions' are rather intertwined. He seems to suffer from "this is the only way to do such and such because thats what works for me" syndrome. If what he says is true he has done a remarkable job leveraging his software engineering skills particularly in an area that is beyond most retail traders (for a variety of reasons both technical and expertise related) however his somewhat limited (3 years or so) and rather specialised experience hardly makes him an all round 'expert'.

 

Still an interesting find AK (or whoever first linked it).

 

@Studog you will likely get shutdown if you keep trying to drive people towards your (commercial) system. I can only imagine the reason you haven't been is the recent change in admin here.

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  BlowFish said:
The guy has some pretty good advice about a lot of things but as is often the case 'facts' and 'opinions' are rather intertwined. He seems to suffer from "this is the only way to do such and such because thats what works for me" syndrome. If what he says is true he has done a remarkable job leveraging his software engineering skills particularly in an area that is beyond most retail traders (for a variety of reasons both technical and expertise related) however his somewhat limited (3 years or so) and rather specialised experience hardly makes him an all round 'expert'.

 

Still an interesting find AK (or whoever first linked it).

 

@Studog you will likely get shutdown if you keep trying to drive people towards your (commercial) system. I can only imagine the reason you haven't been is the recent change in admin here.

 

Well said BF. My main point was that it's 1 person's opinion on how to be a trader. It does not by any stretch mean that if you don't trade for 2 pennies like him that you are going to fail.

 

Personally, I am with Thales and 2 pennies won't cut it.

 

So in the HFT world, maybe what he's doing makes a lot of sense; but to say that it's your way or the highway is completely inaccurate.

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It is good to see evidence of another way though.

 

As I said in my post, it will be interesting to see how his hedging works in a real 911. I remember the discomfort when I discovered all my positions were still open ... and staying that way!

 

I wonder how he enjoyed last night (today for you). That was one impressive multi-index spike.

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  Kiwi said:
I wonder how he enjoyed last night (today for you). That was one impressive multi-index spike.

 

The last two weeks were certainly crazy and everyone who survived those (and the following weeks) can pad himself on the back. At some points, it was just insane. Bund used to have 30 tick trading ranges in a day which is already exceeded in the first 15 mins of trading today. Yesterday evening (after 20:00 CET) it just moved up 70 ticks on less than 2000 contracts and then just before the close dropped 40 ticks on less than 1000 contracts trading less than 10 contracts at most prices while during the day it could trade 1000-2000 contracts at just one price. I guess most market making programs have been disabled with the recent volatility and the new all time high.

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  Kiwi said:
It is good to see evidence of another way though.

 

As I said in my post, it will be interesting to see how his hedging works in a real 911. I remember the discomfort when I discovered all my positions were still open ... and staying that way!

 

I wonder how he enjoyed last night (today for you). That was one impressive multi-index spike.

 

Yes it's very encouraging to see a retail guy make it in a way that is considered the preserve of those with deep pockets.

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Why do people persist relentlessly in living in hope?

 

There is nothing to prove this guy is being truthful.

 

to this thread's starter: get your source to POST his statements and prove that he's a consistently profitable trader as claimed and not just another scamming wannabee bs artist.

Edited by pivotal

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  pivotal said:
to this thread's starter: POST your statement and prove that you are a consistently profitable trader as claimed and not just another scamming wannabee bs artist.

 

If you actually took the time to read the original post instead of trying to get your post count up you would realize he is just sharing a link and not claiming anything :doh:

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Ahhh.. yet another living in hope, wanting to believe.

 

  DaKine said:
If you actually took the time to read the original post instead of trying to get your post count up you would realize he is just sharing a link and not claiming anything :doh:

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  pivotal said:
Ahhh.. yet another living in hope, wanting to believe.

 

How on earth did you conclude that from what he said? Staggering. I think you must have missed the turn off for Elite Trader.

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From what I understand, HFT's will generally take a trade if the perceived payout (2c) covers costs minimum. If it does, the trade is taken. And why not? Money is money.

 

2c x 1 gooozillion trades a day adds up to rent, beer money + a night out with a lady of your choice :)

 

Look at ES scalpers. They only do 1-2 ticks per trade, but on a 300 lot 50 times a day, that aint bad money, even if a load of them scratch.

 

Different strokes.

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Meanwhile, US gold futures slipped 0.7% to $3,145.00 per ounce, reflecting broader market uncertainty over economic and geopolitical developments.   The recent rally was largely fueled by concerns over escalating trade tensions after President Donald Trump unveiled sweeping new import tariffs. The 10% baseline tariff on all goods entering the US further deepened the global trade conflict, intensifying investor demand for safe-haven assets like gold. However, as traders locked in gains from the surge, prices saw a modest retracement.   Trump’s Tariffs and Their Market Implications On Wednesday, Trump introduced a sweeping tariff policy imposing a 10% baseline duty on all imports, with significantly higher tariffs on select nations. While this move was aimed at bolstering domestic manufacturing, it sent shockwaves across global markets, fueling inflation concerns and heightening trade war fears.   Gold’s Role Amid Trade War Escalations Despite the widespread tariff measures, the White House clarified that reciprocal tariffs do not apply to gold, energy, and ‘certain minerals that are not available in the US’. This exemption suggests that central banks and institutional investors may continue favouring gold as a hedge against economic instability. One of the key factors supporting gold is the slowdown that these tariffs could cause in the US economy, which raises the likelihood of future Federal Reserve rate cuts. Gold is currently in a pure momentum trade. Market participants are on the sidelines and until we see a significant shakeout, this momentum could persist.   Impact on the US Dollar and Bond Yields Gold prices typically move inversely to the US dollar, and the latest developments have pushed the dollar to its weakest level since October 2024. Market participants are increasingly pricing in the possibility of a Fed rate cut, as the tariffs could weigh on economic growth.   Additionally, US Treasury yields have plummeted, reflecting growing recession fears. Lower bond yields reduce the opportunity cost of holding non-yielding assets like gold, making it a more attractive investment.         Technical Analysis: Key Levels to Watch Gold’s recent rally has pushed it into overbought territory, with the Relative Strength Index (RSI) above 70. This indicates a potential short-term pullback before the uptrend resumes. The immediate support level lies at $3,115, aligning with the Asian session low. A further decline could bring gold towards the $3,100 psychological level, which has previously acted as a strong support zone. Below this, the $3,076–$3,057 region represents a critical weekly support range where buyers may re-enter the market. In the event of a more significant correction, $3,000 stands as a major psychological floor.   On the upside, gold faces immediate resistance at $3,149. A break above this level could signal renewed bullish momentum, potentially leading to a retest of the record high at $3,167. If bullish momentum persists, the next target is the $3,200 psychological barrier, which could pave the way for further gains. Despite the recent pullback, the broader trend remains bullish, with dips likely to be viewed as buying opportunities.   Looking Ahead: Non-Farm Payrolls and Fed Policy Traders are closely monitoring Friday’s US non-farm payrolls (NFP) report, which could provide critical insights into the Federal Reserve’s next policy moves. A weaker-than-expected jobs report may strengthen expectations for an interest rate cut, further boosting gold prices.   Other key economic data releases, such as jobless claims and the ISM Services PMI, may also impact market sentiment in the short term. However, with rising geopolitical uncertainties, trade tensions, and a weakening US dollar, gold’s safe-haven appeal remains strong.   Conclusion: While short-term profit-taking may trigger minor corrections, gold’s long-term outlook remains bullish. As global trade tensions mount and the Federal Reserve leans toward a more accommodative stance, gold could see further gains in the months ahead.   Always trade with strict risk management. Your capital is the single most important aspect of your trading business.   Please note that times displayed based on local time zone and are from time of writing this report.   Click HERE to access the full HFM Economic calendar.   Want to learn to trade and analyse the markets? Join our webinars and get analysis and trading ideas combined with better understanding of how markets work. Click HERE to register for FREE!   Click HERE to READ more Market news.   Andria Pichidi HFMarkets   Disclaimer: This material is provided as a general marketing communication for information purposes only and does not constitute an independent investment research. Nothing in this communication contains, or should be considered as containing, an investment advice or an investment recommendation or a solicitation for the purpose of buying or selling of any financial instrument. All information provided is gathered from reputable sources and any information containing an indication of past performance is not a guarantee or reliable indicator of future performance. Users acknowledge that any investment in Leveraged Products is characterized by a certain degree of uncertainty and that any investment of this nature involves a high level of risk for which the users are solely responsible and liable. We assume no liability for any loss arising from any investment made based on the information provided in this communication. This communication must not be reproduced or further distributed without our prior written permission.
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