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e-Forex Magazine | Machine learning stirs up competition in FX Algo Trading

fintech #algotrading #hedgefunds #quants #hft

e-Forex Magazine | Machine learning stirs up competition in FX Algo TradingIvy Schmerken Though capital markets firms have been adopting artificial intelligence and machine learning to train algorithms for equity trading, recently this trend has expanded to foreign exchange. Ivy Schmerken, Editorial Director at Flextrade Systems, has written widely about this topic and we asked her to revisit it for e-Forex. By crunching vast quantities of data by computer, machine learning algorithms can identify hidden patterns in past data and learn to forecast stock market returns or FX currency pairs. Large banks have been investing millions into advanced technologies such as AI and machine learning to capture a bigger share of the algo trading market.
JP Morgan developed a new algorithm dubbed DNA – or Deep Neural Network for Algo Execution to merge what a multitude of algos do into a single strategy, allowing the framework to decide how a client’s order should be executed, reported Reuters .....
Continue reading at: https://www.e-forex.net/articles/aug-2020-machine-learning-stirs-up-competition-in-fx-algo-trading.html
submitted by silahian to quant_hft [link] [comments]

Just 2 more Conspiracy Theories that turned out to be True

(i couldn't post in the previous one , word limit )

1.Big Brother or the Shadow Government

It is also called the “Deep State” by Peter Dale Scott, a professor at the University of California, Berkeley.
A shadow government is a "government-in-waiting" that remains in waiting with the intention of taking control of a government in response to some event. It turned out this was true on 9/11, when it was told to us by our mainstream media. For years, this was ridiculed as a silly, crazy conspiracy theory and, like the others listed here, turned out to be 100% true. It is also called the Continuity of Government.
The Continuity of Government (COG) is the principle of establishing defined procedures that allow a government to continue its essential operations in case of nuclear war or other catastrophic event. Since the end of the cold war, the policies and procedures for the COG have been altered according to realistic threats of that time.
These include but are not limited to a possible coup or overthrow by right wing terrorist groups, a terrorist attack in general, an assassination, and so on. Believe it or not the COG has been in effect since 2001.After 9/11, it went into action.
Now here is the kicker, many of the figures in Iran Contra, the Watergate Scandal, the alleged conspiracy to assassinate Kennedy, and many others listed here are indeed members of the COG. This is its own conspiracy as well.
The Secret Team:
The CIA and Its Allies in Control of the United States and the World is a book written by Air Force Col. L Fletcher Prouty, published in 1973.
From 1955 to 1963 Prouty was the "Focal Point Officer" for contacts between the CIA and the Pentagon on matters relating to military support for "black operations" but he was not assigned to the CIA and was not bound by any oath of secrecy. (From the first page of the 1974 Printing)
It was one of the first tell-all books about the inner workings of the CIA and was an important influence on the Oliver Stone movie JFK. But the main thrust of the book is how the CIA started as a think tank to analyze intelligence gathered from military sources but has grown to the monster it has become. The CIA had no authority to run their own agents or to carry out covert operations but they quickly did both and much more. This book tells about things they actually did and a lot about how the operate. In Prouty's own words, from the 1997 edition of The Secret Team: This is the fundamental game of the Secret Team. They have this power because they control secrecy and secret intelligence and because they have the ability to take advantage of the most modern communications system in the world, of global transportation systems, of quantities of weapons of all kinds, and when needed, the full support of a world-wide U.S. military supporting base structure.
They can use the finest intelligence system in the world, and most importantly, they have been able to operate under the canopy of an assumed, ever-present enemy called "Communism." It will be interesting to see what "enemy" develops in the years ahead. It appears that "UFO's and Aliens" are being primed to fulfill that role for the future.
To top all of this, there is the fact that the CIA, itself, has assumed the right to generate and direct secret operations. "He is not the first to allege that UFOs and Aliens are going to be used as a threat against the world to globalize the planet under One government."
The Report from Iron Mountain
The Report from Iron Mountain is a book, published in 1967 (during the Johnson Administration) by Dial Press, that states that it is the report of a government panel.
According to the report, a 15-member panel, called the Special Study Group, was set up in 1963 to examine what problems would occur if the U.S. entered a state of lasting peace.
They met at an underground nuclear bunker called Iron Mountain (as well as other, worldwide locations) and worked over the next two years. Iron Mountain is where the government has stored the flight 93 evidence from 9/11.A member of the panel, one "John Doe", a professor at a college in the Midwest, decided to release the report to the public. The heavily footnoted report concluded that peace was not in the interest of a stable society, that even if lasting peace, "could be achieved, it would almost certainly not be in the best interests of society to achieve it." War was a part of the economy.
Therefore, it was necessary to conceive a state of war for a stable economy. The government, the group theorized, would not exist without war, and nation states existed in order to wage war. War also served a vital function of diverting collective aggression. They recommended that bodies be created to emulate the economic functions of war.
They also recommended "blood games" and that the government create alternative foes that would scare the people with reports of alien life-forms and out of control pollution.
Another proposal was the reinstitution of slavery.
U.S. News and World Report claimed in its November 20, 1967 issue to have confirmation of the reality of the report from an unnamed government official, who added that when President Johnson read the report, he 'hit the roof' and ordered it to be suppressed for all time.
Additionally, sources were said to have revealed that orders were sent to U.S. embassies, instructing them to emphasize that the book had no relation to U.S. Government policy.
Project Blue Beam is also a common conspiracy theory that alleges that a faked alien landing would be used as a means of scaring the public into whatever global system is suggested. Some researchers suggest the Report from Iron Mountain might be fabricated, others swear it is real.
Bill Moyers, the American journalist and public commentator, has served as White House Press Secretary in the United States President Lyndon B. Johnson Administration from 1965 to 1967. He worked as a news commentator on television for ten years. Moyers has had an extensive involvement with public television, producing documentaries and news journal programs.
He has won numerous awards and honorary degrees. He has become well known as a trenchant critic of the U.S. media. Since 1990, Moyers has been President of the Schumann Center for Media and Democracy. He is considered by many to be a very credible outlet for the truth. He released a documentary titled, The Secret Government, which exposed the inner workings of a secret government much more vast that most people would ever imagine.
Though originally broadcast in 1987, it is even more relevant today. Interviews with respected top military, intelligence, and government insiders reveal both the history and secret objectives of powerful groups in the hidden shadows of our government.
Here is that documentary:
For another powerful, highly revealing documentary on the manipulations of the secret government produced by BBC, click here.
The intrepid BBC team clearly shows how the War on Terror is largely a fabrication.
For those interested in very detailed information on the composition of the shadow or secret government from a less well-known source, take a look at the summary available here.

2. The Federal Reserve Bank

The fundamental promise of a central bank like the Federal Reserve is economic stability.
The theory is that manipulating the value of the currency allows financial booms to go higher, and crashes to be more mild. If growth becomes speculative and unsustainable, the central bank can make the price of money go up and force some deleveraging of risky investments - again, promising to make the crashes more mild.
The period leading up to the American revolution was characterized by increasingly authoritarian legislation from England. Acts passed in 1764 had a particularly harsh effect on the previously robust colonial economy.
The Sugar Act was in effect a tax cut on easily smuggled molasses, and a new tax on commodities that England more directly controlled trade over. The navy would be used in increased capacity to enforce trade laws and collect duties.
Perhaps even more significant than the militarization and expansion of taxes was the Currency Act passed later in the year 1764.
"The colonies suffered a constant shortage of currency with which to conduct trade. There were no gold or silver mines and currency could only be obtained through trade as regulated by Great Britain. Many of the colonies felt no alternative to printing their own paper money in the form of Bills of Credit."
The result was a true free market of currency - each bank competed, exchange rates fluctuated wildly, and merchants were hesitant to accept these notes as payment.
Of course, they didn't have 24-hour digital Forex markets, but I'll hold off opinions on the viability of unregulated currency for another time.
England's response was to seize control of the colonial money supply - forbidding banks, cities, and colony governments from printing their own. This law, passed so soon after the Sugar Act, started to really bring revolutionary tension inside the colonies to a higher level.
American bankers had learned early on that debasing a currency through inflation is a helpful way to pay off perpetual trade deficits - but Britain proved that the buyer of the currency would only take the deal for so long...
Following the (first) American Revolution, the "First Bank of the United States" was chartered to pay off collective war debts, and effectively distribute the cost of the revolution proportionately throughout all of the states. Although the bank had vocal and harsh skeptics, it only controlled about 20% of the nation's money supply.
Compared to today's central bank, it was nothing.
Thomas Jefferson argued vocally against the institution of the bank, mostly citing constitutional concerns and the limitations of government found in the 10th amendment.
There was one additional quote that hints at the deeper structural flaw of a central bank in a supposedly free capitalist economy.
"The existing banks will, without a doubt, enter into arrangements for lending their agency, and the more favorable, as there will be a competition among them for it; whereas the bill delivers us up bound to the national bank, who are free to refuse all arrangement, but on their own terms, and the public not free, on such refusal, to employ any other bank" –Thomas Jefferson.Basically, the existing banks will fight over gaining favor with the central bank - rather than improving their performance relative to a free market.
The profit margins associated with collusion would obviously outweigh the potential profits gained from legitimate business.
The Second Bank of the United States was passed five years after the first bank's charter expired. An early enemy of central banking, President James Madison, was looking for a way to stabilize the currency in 1816. This bank was also quite temporary - it would only stay in operation until 1833 when President Andrew Jackson would end federal deposits at the institution.
The charter expired in 1836 and the private corporation was bankrupt and liquidated by 1841.While the South had been the major opponent of central banking systems, the end of the Civil War allowed for (and also made necessary) the system of national banks that would dominate the next fifty years.
The Office of the Comptroller of the Currency (OCC) says that this post-war period of a unified national currency and system of national banks "worked well." [3] Taxes on state banks were imposed to encourage people to use the national banks - but liquidity problems persisted as the money supply did not match the economic cycles.
Overall, the American economy continued to grow faster than Europe, but the period did not bring economic stability by any stretch of the imagination. Several panics and runs on the bank - and it became a fact of life under this system of competing nationalized banks. In 1873, 1893, 1901, and 1907 significant panics caused a series of bank failures.
The new system wasn't stable at all, in fact, many suspected it was wrought with fraud and manipulation.
The Federal Reserve Bank of Minneapolis is not shy about attributing the causes of the Panic of 1907 to financial manipulation from the existing banking establishment.
"If Knickerbocker Trust would falter, then Congress and the public would lose faith in all trust companies and banks would stand to gain, the bankers reasoned."
In timing with natural economic cycles, major banks including J.P. Morgan and Chase launched an all-out assault on Heinze's Knickerbocker Trust.
Financial institutions on the inside started silently selling off assets in the competitor, and headlines about a few bad loans started making top spots in the newspapers.
The run on Knickerbocker turned into a general panic - and the Federal Government would come to the rescue of its privately owned "National Banks.
"During the Panic of 1907, "Depositors 'run' on the Knickerbocker Bank. J.P. Morgan and James Stillman of First National City Bank (Citibank) act as a "central bank," providing liquidity ... [to stop the bank run] President Theodore Roosevelt provides Morgan with $25 million in government funds ... to control the panic. Morgan, acting as a one-man central bank, decides which firms will fail and which firms will survive."
How did JP Morgan get so powerful that the government would provide them with funding to increase their power? They had key influence with positions inside the Administrations.
They had senators, congressmen, lobbyists, media moguls all working for them.
In 1886, a group of millionaires purchased Jekyll Island and converted it into a winter retreat and hunting ground, the USA's most exclusive club. By 1900, the club's roster represented 1/6th of the world's wealth. Names like Astor, Vanderbilt, Morgan, Pulitzer and Gould filled the club's register. Non- members, regardless of stature, were not allowed. Dignitaries like Winston Churchill and President McKinley were refused admission.
In 1908, the year after a national money panic purportedly created by J. P. Morgan, Congress established, in 1908, a National Monetary Authority. In 1910 another, more secretive, group was formed consisting of the chiefs of major corporations and banks in this country. The group left secretly by rail from Hoboken, New Jersey, and traveled anonymously to the hunting lodge on Jekyll Island.
In fact, the Clubhouse/hotel on the island has two conference rooms named for the "Federal Reserve." The meeting was so secret that none referred to the other by his last name. Why the need for secrecy?
Frank Vanderlip wrote later in the Saturday Evening Post,
"...it would have been fatal to Senator Aldrich's plan to have it known that he was calling on anybody from Wall Street to help him in preparing his bill...I do not feel it is any exaggeration to speak of our secret expedition to Jekyll Island as the occasion of the actual conception of what eventually became the Federal Reserve System."
At Jekyll Island, the true draftsman for the Federal Reserve was Paul Warburg. The plan was simple.
The new central bank could not be called a central bank because America did not want one, so it had to be given a deceptive name. Ostensibly, the bank was to be controlled by Congress, but a majority of its members were to be selected by the private banks that would own its stock.
To keep the public from thinking that the Federal Reserve would be controlled from New York, a system of twelve regional banks was designed. Given the concentration of money and credit in New York, the Federal Reserve Bank of New York controlled the system, making the regional concept initially nothing but a ruse.
The board and chairman were to be selected by the President, but in the words of Colonel Edward House, the board would serve such a term as to "put them out of the power of the President."
The power over the creation of money was to be taken from the people and placed in the hands of private bankers who could expand or contract credit as they felt best suited their needs. Why the opposition to a central bank? Americans at the time knew of the destruction to the economy the European central banks had caused to their respective countries and to countries who became their debtors.
They saw the large- scale government deficit spending and debt creation that occurred in Europe. But European financial moguls didn't rest until the New World was within their orbit. In 1902, Paul Warburg, a friend and associate of the Rothschilds and an expert on European central banking, came to this country as a partner in Kuhn, Loeb and Company.
He married the daughter of Solomon Loeb, one of the founders of the firm. The head of Kuhn, Loeb was Jacob Schiff, whose gift of $20 million in gold to the struggling Russian communists in 1917 no doubt saved their revolution. The Fed controls the banking system in the USA, not the Congress nor the people indirectly (as the Constitution dictates). The U.S. central bank strategy is a product of European banking interests.
Government interventionists got their wish in 1913 with the Federal Reserve (and income tax amendment). Just in time, too, because the nation needed a new source of unlimited cash to finance both sides of WW1 and eventually our own entry to the war.
After the war, with both sides owing us debt through the federal reserve backed banks, the center of finance moved from London to New York. But did the Federal Reserve reign in the money trusts and interlocking directorates? Not by a long shot. If anything, the Federal Reserve granted new powers to the National Banks by permitting overseas branches and new types of banking services.
The greatest gift to the bankers, was a virtually unlimited supply of loans when they experience liquidity problems.
From the early 1920s to 1929, the monetary supply expanded at a rapid pace and the nation experienced wild economic growth. Curiously, however, the number of banks started to decline for the first time in American history. Toward the end of the period, speculation and loose money had propelled asset and equity prices to unreal levels.
The stock market crashed, and as the banks struggled with liquidity problems, the Federal Reserve actually cut the money supply. Without a doubt, this is the greatest financial panic and economic collapse in American history - and it never could have happened on this scale without the Fed's intervention.
The number of banks crashed and a few of the old robber barons' banks managed to swoop in and grab up thousands of competitors for pennies on the dollar.
America - From Freedom to Fascism The Money Masters Monopoly Men (below video):
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10 tips for Investing (A guide from a newb)

Hello all.
I will make this quite frank. I've been noticing dangerous advise being spread around the forums that is based too much on hype and I do not want the layman investor to suffer. We are all here to profit intelligently, not to gamble. So I would just like to offer a few tips to new investors of stellar. I am not a stock professional but have ties to the finance industry and have dabbled in forex and investments. I got burned so that you don't have to, so heed my advise. Especially since I have institutional friends who have helped me along the way (think Goldman, BNP, JP, etc).
1.) Do not over-diversify your portfolio but pay attention to exposure. Investing is all about the risk-reward ratio. Greater risk does not always mean greater reward. For example, I have 80% of my portfolio in traditional investment vehicles like real estate investment trusts, stocks, bonds, and exchange traded funds. 20% is for cryptos however this is what I consider my 'play' money since cryptos are a very young market, that is based more on potential rather than value (you can't gauge the financial health of crypto using traditional tools like cashflow analysis or price/earnings ratios). I think cryptos are incredibly valuable but going all in especially with the inflated nature of bitcoin, would be dangerous for any of you, so I would suggest you diversify between traditional and cryptos.
2.) Reduce crypto risk by analyzing competitors to your alt coin. As I said before, do not overcompensate this diversification but bet for and against a crypto. In forex institutions use this tool to limit exposure to currency volatility. Imagine you go long GBP/USD, then you should naturally short GBP/CAD to a degree in order to limit exposure, but maximize growth potential. In the crypto world crypto pairs aren't really traded so they are illiquid markets, but I would suggest hedging a bit of stellar with XRP and even bitcoin. With this strategy I have been able to mitigate my losses from the recent stellar drop. Picture cryptos as a ranked list with the most valuable on top and the worst in the bottom. If BTC is on the top of your ranked list and XLM is in 3rd place but XRP is in 2nd place, then short XRP/BTC and go long XRP/XLM. I know these pairings don't all exist but it's to give you an idea how to think about the market.
3.) Support and resistance is important for technical analysis. The way you determine this is simply by seeing the area where past price action has not been able to surpass (resistance) or where past price action has not been able to drop below (support). Usually when a support or resistance level is tested multiple times it becomes stronger. However, there are ways to guess how breakouts are formed. See the chart below.
In the chart you have what is called accumulation. The price keeps testing the 400 resistance mark, making it a stronger barrier, however every dip in price is higher than the proceeding dip. This signals that there is a solid accumulation that will result in a break out. Just because a price level is tested multiple times does not mean there is a break out. You need to usually have such an accumulation phase (think of the imagery of stairs). In the same chart you can also see the price has not been able to really go below 400 because it is the new support level and the more it tests it, the stronger the barrier will become.
4.) Statistics has a fine way of helping us in our journey. My best friend is a mathematician and was able to offer advise on statistical trend setting. He stated that the longer the trend is set, the higher probability that it will keep going in that direction. Sounds obvious right? Well there is some truth to this but this goes right to my next point.
5.) For every second and moment you have a position open you increase your risk exponentially. This is why high frequency trading exists. So I am trying to offer a nuanced point that while trend continuation is statistically likely, so is the exponential increase of risk. These two last tips are particularly for leveraged traders.
6.) Be creative. Try to implement value investing criteria on cryptos in order to assess the true value of your chosen currency, whatever that may be. It can truly be difficult for ones like Bitcoin but for centralized cryptos like XRP and non profits like XLM it isn't too difficult. I saw an investor here requesting stellars financial statements and had a slight grin. That is the type of investor you should be. Vigilant, because more than making money, we should all be focusing on protecting money. Do not be greedy, because you will be susceptible to hot tips and emotion. Make 'preserving' your capital a priority. As long as you are gaining above inflation, all of you are winning. And now...
7.) Luck number 7! Anyway, buying on the dips is a great strategy, especially when it is testing a support or resistance zone that has been tested a bit before. Buying into a dip in a zone that has only been tested once is a bit risky. You want to see a form of sustainable accumulation.
8.) Do not simply invest in a crypto purely based on the dip. I will admit I have done this sometimes to an extent and it is okay. But the point of this post is to encourage you to do your homework and measure valuations, based on market volume, liquidity, technological announcements, and financial statements. The reason I sometimes partially ignore this is because I usually enter investments to hold at least 8 months -1 year minimum.
9.) Centralization and decentralization do not matter in crypto. I know XRP gets hate and I'd prefer stellar lumens, but that is not purely a reason to not invest in a currency. With centralization you get more compliance and regulatory oversight which marks higher security in investment. Cryptos are amazing, but with institutional involvement, this is an important case to make.
10.) Governments do not have conventional ways to regulate cryptos, but they do have tools to manipulate the market, so be attentive. All it takes is one major country to become heavily involved, in order to ensure a large price drop.
11.) DO NOT SHORT! I REPEAT DO NOT SHORT! Leave this to the professionals. Whereas with buying a currency you have a limited downward risk (you only have the risk to lose all your money), with shorting you effectively have no price floor to limit risk and exposure since the price theoretically has unlimited growth potential. If you decide to short stellar at 0.10 cents then you can lose all your investment and even be in debt (depends on leveraging), because the price can go anywhere from 0 cents to infinity. When you buy, you limit your risk to 0 cents which is where you lose all your money, but maximize growth potential which is technically infinite. This plays into the concept that the longer you have a position open, the greater the exponential risk.
I hope you all enjoyed my guide. I am by no means an expert and am new to cryptos, however I've had associates involved for longer and friends that are also in finance (I worked in the back office of a private equity firm even though that wasn't glorious).
submitted by Austerlitzer to Stellar [link] [comments]

Barclays, RBS and other banks face £1bn forex rigging lawsuit

Barclays, RBS and three other banks are being sued by investors for at least £1 billion over rigging of the foreign exchange market in a test case for US-style class actions in the UK, according to The Guardian. Barclays has been one of the banks subjected to the lawsuit
A US law firm that specialises in stock market litigation has filed the claim at the Competition Appeal Tribunal. The claim also targets US investment banks JP Morgan and Citigroup, and Switzerland’s UBS.
The legal action follows the European commission’s decision in May to fine five banks more than €1 billion (£910 million) for colluding to reduce competition in markets for 11 currencies, including the US dollar, the euro and the pound.
Cartels of traders with names such as the ‘Three-Way Banana Split’ operated on chatrooms to rig the multi-trillion-dollar foreign exchange market. UBS, which informed the commission about the collusion, was not fined but Japan’s MUFG received a penalty.
Scott + Scott, the law firm representing the investors, said Barclays, RBS, JP Morgan, Citi and UBS had been fined more than $8.5 billion by regulators globally over foreign exchange manipulation. The firm secured more than $2.3 billion compensation in a US class action suit from banks including Barclays, RBS, UBS and Deutsche Bank.
The claim, led by Michael O’Higgins, the former chair of the Pensions Regulator, seeks compensation for investors and companies allegedly damaged by the banks’ actions. O’Higgins has instructed Scott + Scott to carry out work on the case.
“Just as compensation has been won in the US, our legal action in the UK will seek to return hundreds of millions of pounds to pension funds and other corporates who were targeted by the cartel,” O’Higgins tells The Guardian.
Under a class action a judge rules that all similar claimants will be included in the same claim, reducing litigation costs and sharing damages between claimants who might not have been able to afford to bring their own case.
Until the 2015 law change, English law allowed opt-in collective actions, which made assembling a claim far more difficult and costly. The new regime has so far failed to get off the ground because of disagreements about the eligibility of claims.
The value of the claim against the banks will depend on the number of foreign exchange trades carried out in London for UK-based operations and is likely to exceed £1 billion, notes O’Higgins.
* More Details Here
submitted by sa007sammy to BankingInfo [link] [comments]

Livestock on the Blockchain

Banks are conservative and on the surface, they are portraying they hate cryptocurrency! Just look at the famous comment by Jamie Dimon who first says that he is going to fire any employee who buys Bitcoin but suddenly has an attack of conscience and now "regrets calling Bitcoin a Fraud". Of course, the firm he helms, JP Morgan Chase, was caught with its pants down buying Bitcoin as Mr. Dimon sent it plunging from US$5000 to US$3,000!! Brilliant move.
So it should come as no surprise if we find mainstream banks clandestinely supporting Bitcoin or Cryptocurrencies. But what I do find surprising is that there is one initiative support by our Maybank, the Malaysian Banking Giant! Now that is super cool, but what really makes it surprising is this initiative is for the UNBANKED, the segment of the population (the bottom 40% or B40 as our Government refers to them perhaps) that does not have a bank account or is simply not profitable as customers
And the initiative is with Sentinel Chain which now aims to unlock the value of the "hidden assets" which most farmers have, which is LIVESTOCK. Have you ever been to a kampung in the heartland? These are good working folks but they often lack the capital to expand their business. Now, if we could collateralise their assets (here it's livestock, or to put it in Crypto terms the Tokenisation of Livestock) then it would provide them with sufficient capital for expansion or for times when money is needed (imagine that it's the start of the school year but the livestock they have is still not in a position to be "monetised" - borrowing against your assets. This will ultimately bring various financial services to the unbanked such as banking, credit facilities, insurance and even crowdfunding. In short, it uses the spirit of Blockchain to attack a niche area in Agriculture (livestock) and attempts to liberate the farmers from the yolk of Poverty.
And considering that the rural folks form the backbone of the voter base of Malaysia (do you that FELDA alone can sway 50 Parliament seats?) this could be a strategic project in collaboration with the Government of ASEAN countries which have a high percentage agrarian base. And bringing these facilities together with ASEAN giant Maybank is a stroke of genius IMHO. Hello, CIMB, are you around to hear this?
Among the Services that Sentinel Chain will provide are listed below, which now looks like a menu from a financial services Supermart. Have you ever heard of crowdfunding services offered by a Bank?
Well, this seems to all fine and dandy and brings us to a farmer utopia world but how are we to identify the livestock (which have legs and wings by the way) which belong to a particular farmer? It uses an innovative Identification tag for Livestock.
In short, the core components are of this entire ecosystem which also features a Private Blockchain are:
Livestock RFID Tag - a tamper proof RFID tag attached to the livestock which provides immutability of ownership (asset tracking). Geolocation and timestamp information is affixed.
Cross Pay Mobile App (A mobile walled based on Android-Good move, since I doubt farmers have Apple iPhones!!) - A cryptocurrency token called SENC which is also attached to an LCT (Local Cross Pay Token) denominated in the users local native currency (there will be an LCT Ringgit for Malaysia, Baht for Thailand and Pesos for the Philippines are some examples). This avoids the issue of Forex conversion rates and makes usage and business transactions seamless across borders. Cross pay will operate across many countries.
B2B Marketplace - This puts all the components together as a Private blockchain so users can access financial services from providers all over ASEAN. There will be multiple Cross Pay blockchain in different countries
Ok, so now I understand. Could Maybank be secretly backing up all these ICOs and emerge as the Blockchain champion of ASEAN in the future? Leaving rivals such as CIMB in the dust as it moves aggressively into an untapped market? This is such a great ICO opportunity that I am surprised that the ruling coalition (Barisan Nasional) has figured out an idea like this. Releasing the rural folks and bringing them financial facilities of the 21st Century through Blockchain.
This is definitely an investable project in my opinion as it will break existing glass walls to the problems of the unbanked in many ASEAN countries. So there, now even farmers can go to the MOON with Sentinel Chain!!
This is a classic example that blockchain is capable of addressing real-world issues and I would certainly love to see more projects similar to Sentinel Chain in the near future. Meanwhile, you can Google them up for more information. They have an active Telegram community: t.me/sentinelchain and you can find further details on their announcement channel: t.me/sentinel_ANN

senc #sentinelchain #blockchain #livestock #insurance #maybank#fenbushicapital #crosspay #iglobepartners #infocorp #mediashares#crowdo #vechain #proofofsupport

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[Table] IAmA Goldman Sachs Investment Banker AMAA

Verified? (This bot cannot verify AMAs just yet)
Date: 2013-01-12
Link to submission (Has self-text)
Link to my post
Questions Answers
I have a good friend who is a VP at your firm . They blamed the entire Financial crisis on ' poor people who could not afford their mortgages ' they said this was pretty much he opinion among the investment banks . How do you feel about what happened to Greece and Goldmans hand in it ? That is not true. Opinion is very much split within the investment banks and there is no right or wrong answer. I personally don't believe at all that the crisis was caused by 'poor people' - and I don't like that sort of categorization of people in the first place. There are perhaps 15/20 different institutions you could blame for the crisis, there's no way of isolating individuals. I'm not sure what exactly you think GS's hand in the Greece affair was. Of course it's a sad story and I feel remorseful - I recently donated £50,000 at a charity ball to help rebuild one of the islands which has almost been burned to the ground. But ultimately Greece employed GS at the time because they wanted to fudge their finances so as to meet entry requirements for the Euro i.e. the greek government was knowingly employing GS to help perform an extremely risky task - GS didn't force anything upon them. If the experiment explodes 10 years later (as it did), should GS really be the party to blame?
The next day, you are flipping through television channels and randomly come across a pre-season CFL game between the Toronto Argonauts and the Saskatchewan Roughriders. Knowing your inevitable future, do you now watch it? Yes of course i fucking do. The future is inevitable. Chuck Klosterman i like your name.
I love seeing the ignorance that emerges in these AMA's relating to investment bankers. I am really interested in a career in either IB or Consulting, have a few questions for you. Thank you to fletch below for answering this question.
1) How did you cope with the hours? I like working hard, I like working for my money but I also like enjoying free time and having a social life. When working a 100 hours as an analyst that would certainly have to suffer 2)What were you academic results like through your degree? I'm currently in my second year and will be realistically looking at 2.2, 2.2, 2.1 and 2.1 (years 1-4). This summer I'd hope to get an accountancy internship in one of the big 4 followed by an internship next year in one of the large IBs. I know there's more to a candidate than solely their academic credentials + internship but would this stand me well for a BB in London? (Top Irish university, undergrad will be in Business and French) 3) What is it that makes you enjoy this job? I know the paycheck is certainly a bonus but you've said there's more to it than that? Whatever your breakdown between modules is, you need a 2.1 overall. Even if your average is 60% or 61%, that's enough to get you past the minimum requirements and through to interviews. After that it's up to you - they'll take someone with a good business mind and strong communications skills irrespective of whether they average 60 or 78 or 92. I disagree with him. My job is extremely rewarding and i wouldn't swap it for any other industry at the moment. If you want evidence of people enjoying their jobs look at the number of years they spend at their respective firms. Most of the partners at GS are 'home-grown' and have spent 20/30 years sweating away but don't regret it for a second.
Do you realize that in countries like Spain you're seen as an evil person that only wants to get profit and don't have any soul or feelings and probably kicks puppies for fun? If so, how do you feel about it? Yes and understand their anger but it should be re-directed to politicians!
Proof? and of course... how much did you make in 2012 approximately? Approx 600k. How do upload proof e.g. photo evidence?
Sorry, new to reddit!
Do you have free ticket for me? Always looking for handouts. What is it young people say, lolz??
I'm very curious of your opinion of Secretary Geithner's role in LIBOR. Do you think he was guilty? innocent? Thanks! LIBOR scandal is way too complicated to explain at 2.30 am after a few beers. Many active players are implicated and i think he will be seen in the wrong eventually like many others.
What hours do you work? Approx 80 hours a week not incl. flight time I go to festivals in Europe but would love to go it. Do you have free ticket for me?
If the concept and idea of a monetary system was replaced with something better (hypothetically) what would you do? As in for a career or what not since now you are jobless. Resources will always be scarce so someone will have to ensure an optimal allocation. There will always be a market of some kind whether it be a public market or an internal government one.
Hypothetically we could have unlimited power, molecular production, and master matteenergy conversion. Would that change your answer? Good interview question. I'll keep it in mind.
In your view, are there any regulations that could meaningfully alter the moral hazard typified by the 2008-2009 bailout of the financial sector? If so, what might they be? And if not, to what extent does regulatory capture play a role? Regulatory capture is a seriously problem not just in banking e.g. also in the energy business. How do you reduce it? It won't happen unless the public demand it, as everyone with power tends to benefit from it and so they won't make meaningful steps to change anything, i.e. its a win win situation for government and business. However it needs more than just 'occupy movements' but rather i am talking the mass voter population.
Have you seen @gselevator on twitter? if so have you ever contributed/is it legit? Haha yes i have seen it and no its not legit, well at least i think its not. Seriously though the elevator chats can be quite entertaining and revealing.
Do you use a mouse when you work on excel? Are you joking?
In your opinion, do you think the money you make is worth the hell that you go through to make it? I love my job and so i am lucky that the money is not the only motivator.
But yes i love checking my bank balance at an atm.
How can i break into finance with a sub-par gpa? Network and try non BB firms.
A company founded by 100 duck sized horses. or A company founded by 1 horse sized duck? 100 duck sized horses every time. Basic risk management theory - don't put all your eggs in one basket. If that 1 horse sized duck isn't exceptional, your business is going down the tubes.
Prior to the collapse, did you have any idea what was about to happen? It was getting obvious that there was a bubble, but never predicted how great the fallout would be and that in 2013 we would still be suffering
What do you do day to day? I work in the energy field in Europe but don't want to get too specific. Day to day we advise natural resource companies on all things financial such as m&a and financing strategy and then execute on their behalf. So I am on the corporate finance side rather than sales and trading. However I work closely with the syndication and sales guys such as if we are executing an IPO or a follow-on share offering.
I have a buddy who's small but established clean tech company needs money building biodiesel manufacturing plants around the US that run off garbage and wood chips. The technology is actually coming from a company based in Sweden. Can you help him on the money side? Send me a link to their website.
I find clean tech very interesting.
How did you get your job? Did a summer internship then got FT conversion.
What college did you go to? I went to LSE (university in the UK)
What jobs did you work before getting this one? Did another internship whilst at university at an oil company.
At what age did you get this job? 22.
I hear the GS company culture is like " a frat on steriods" true or false? False more than true but depends on team.
Is it as cut throat as I have heard with the bottom 50% of people getting sacked each year to make way for new guys who will probably be sacked the year after? Bottom 5% is more accurate. 7-8% in a bad year, 3-4% in a good year. It's a fine line between 'cut throat' and having a 'healthy competitive atmosphere'. But we'd be out of business very quickly if we kept firing half of our staff every year...
Is there any stock I should look into in 2013? Long term or short term. Short term- African Barrick Gold. The chinese walked away and so the share price plunged and despite serious operational issues, the massive drop has presented a golden buying opportunity.
Long term- anything to avoid inflation, inflation scares the crap out of me and is going to be a big problem in the Uk and elsewhere in the future.
Also buy into soft commodity boom e.g. meat in africa, think zambeef etc if you can find an attractive entry point.
What's the best preparation for an interview with an i-bank? I'm over here in the states and come from a non-target. Read WSO, the forums are full of useful hints and tips especially for non target guys. Depending on what area you are applying for, make sure you know some really good examples and stock pitches as it is amazing how many candidates lack knowledge e.g. if applying for ECM for god sakes know some of the recent IPO's and likewise for equity research have good stock pitches and have conviction when presenting. Best of luck!
How important is your undergrad majogpa I'm double majoring in Econ/Conflict resolution studies with a possible minor in poly sci (depending on how the credits work out) I got a 3.9 gpa last semester but it only brought my overall gpa to a 2.4 because fuck klonopin. I should have at least a 3.0 by graduation, but I'm wondering its worth it to pay for and retake my first semester. Can I have $373 dollars? :D :D I promise only to get moderately drunk with this money. Sorry, a lot of questions, thanks for answering. Oh also, one last thing, all else being equal, is calc I enough math to apply for analyst job? or do I need more? Undergrad course choice is not that important for IBD but obviously for more quant roles you need maths skills Again i am sorry but i am not very clued up on GPA Ok i give you money but first you have to register yourself as a charity so that you can gift aid it and get much more!
Where did you go to college? LSE.
As an undergrad? How hard was it? I hear it's very difficult. Yes, undergrad.
Harder than most places depending on your course. Especially as you are competing with loads of kids from Asia who do extra calculus to relax.
How do you see regulation affecting the overall banking culture? Everything I have been reading and what people have been saying is that the culture is changing. Have you been seeing this? I recommend reading "The Culture of Success" by Lisa Endlich.
Also how do you like the goldman culture? Regulation is hurting us...but: Link to business.financialpost.com
How much total did you make in each of your years at the firm? I don't want to get into specifics.
But for your first three years as an analyst roughly 50k-70k (£ not $)
As an associate 120k-160k.
After that the numbers get exciting.
What tools do you use on a regular basis? Excel, Outlook, Excel, Outlook, Excel, Outlook...powerpoint.
What is the biggest reward of working in IB? Where I study, students with high grades are pushed to chase the prestigious internships firms like GS, MS, etc offer. Their reasoning why they chase these jobs is that they think it is the highest (prestige) in finance they can go or are attracted by the money. It seems shallow to me. What does IB offer that makes your career personally fulfilling? Why didn't you choose to work elsewhere? I find what i do at the front end of the energy sector fascinating. If your interested in business or globalisation or other similiar areas then IBD is pretty much at the cutting edge of it.
Thanks for the reply! When you were first starting out at GS, were you able to balance a personal life aside from your work? Has it gotten easier as you have gained more experience? Would you recommend IB as a field to pursue to your own children today? Thanks again! I'd say during my first 3 years as an analyst the 'balance' was almost non-existent i.e. i was regularly working 100+ hours/week. Since then it's become easier year by year and i think that's true for most. And yes certainly i would encourage my children to pursue it - not that i have any yet.
Where did you go to uni what was your gpa? how many physics majors work their? did you start off as an intern? sorry for rapid firing questions. LSE (london school of economics) - first class honours but don't know how that translates into GPA.
I know only 3/4 physics majors in the office at the moment.
Yes started as an intern.
Do banker run the world? how much political influence do they really have? It works two ways. Some bankers have their fingers in politics in a way they perhaps shouldn't. But equally many politicians have their fingers in banking and can force our hands.
How hard is it for a non ivy leager studying finance to get an entry level job at GS? what about internships? Tough. But with enough internship experience beforehand it's possible.
What do you think of Forex? Would you ever trade on it with your personal money? Difficult to answer - you can trade forex in a million different ways - some ways are more interesting than others. I don't personally trade it, but others forge a very successful career out of it.
What was your bets investment in? (If that's how it works) That's not really my role in IBD.
But outside GS I invested in the Shanghai property market a decade ago or so. My 4 flats there are now worth 10-12 times what they were worth then.
WTF caused the 2010 flash crash? Good question. Nobody knows for sure.
From the link you've provided, I find no.2 the most plausible explanation. But I would also add 6. UBS did something stupid again.
As hardcore capitalists what is your feeling about (management of) banks that seem to live under the impression that profits are for a happy few while losses should be carried by tax-payers? That's not what I believe at all.
And by the way all of us are tax payers too. The top 5% contribute approx. 50% of the government's taxation revenue. So if losses are being 'carried by tax-payers' - that doesn't exclude people in the banking industry by any means.
Matt Levin at Dealbreaker (former GS guy) describes Investment Bankers as "Travelling money salesmen". Do you feel that this description is apt? The operative word in your question is 'former'
Do you think that's how he described investment bankers whilst he was still with the firm?
People tend to get very bitter and sensitive after they get fired. See Gregg Smith for further evidence..
Is an MBA necessary to be competitive when looking for a job or is a B. Comm enough to compete with others when looking for jobs in the industry? Depends on what entry point - if you do an mba then you apply for associate entry whereas b.comm is an undergrad degree and so you apply for analyst roles. If you do a b.comm at a top university/college and get some internships then you should be well placed. Good luck!
Do any of your co-workers frequent Reddit? I imagine less than 0.1%.
Then again 2 people on this feed at least have claimed to be my co-workers, so who knows...
Since you're new to Reddit, what made you want to do an ama here? I'd like to alter the public perception of bankers - not all of us are the obnoxious greedy individuals you read about in the media.
I'm also extremely interested in hearing what non-finance people see as our key economic issues at the moment - this seemed a good way to find out.
Proof? How do i upload photos? i will upload photo proof. Sorry not very experienced with reddit!
I am a senior in high school and I am interested in majoring in either accounting or finance, but I don't think I know enough about either career path to make the best decision, can you explain the large differences the two paths I would go down depending on major, or any advice that may influence my decision that I would not know at this point? What you choose to study doesn't necessarily determine the industry you'll end up in. We have guys in the office who studied history, languages, even medicine. Just go for what interests you the most and focus on getting high marks.
Curious as to what kind of degree you hold/what was your GPA in college? BSc. Economics degree from LSE. First class honours, don't know about gpa
I used to work for the swiss banks and swiss stock market indirectly, and have a few friends in the banking business, including GS and Nakamura in London. What is your personall opinion on prostitution, cocaine, and medication misusage in your business? Also, also what is your stance on GS' questionable involvment in Backpage.com? With regards to backpage.com, the guys on the deal did not do their KYC checks properly. KYC checks are crucial for banks- your reputation and future success is more important than any single customer. Look up riggs bank and the Obiang family and then you'll see!
Possible. But realistically those kind of excuses are given no matter what really happened. For a company as big and powerful as GS I can only take it with a grain of salt. Are you content in the way GS does business from a moral point of view? It's either a pinch of salt, or a grain of sand...
Thanks. I'm not a native english speaker and have not used it regularly for years, so it's gotten pretty shit. Any chance you answer the other questions? Yes, apologies. I think some of our deals have been morally reprehensible in the past. The same goes for any major investment bank. But i think we've done a very good job in 'cleaning up our act' over the past few years and the public has played a large part in that. With any luck we will see a much healthier banking industry soon.
How accurate is what is said on the Twitter handle @GSElevator? It's grossly exaggerated, but not entirely inaccurate...
You guys got trolled hard. A GS IBD guy not knowing how to upload something to the internet? Seriously wtf. Probably some guy from wso who wanted to feel like he was "in". Link to i.imgur.com Just doing some work now! Link to i.imgur.com In case you wondered what Lloyd's signature looked like.
Is there anyway you can help me out, connections or anything, someone I should talk to to get a interview? Can you interview me, I shall forward you my resume! Private message me and we will discuss. Sure i can help you out. I know how tough it is for you guys who are trying to get in!
Any thoughts on the MSI/SSG mini-scandal this week? Yes but won't comment.
Very hush hush.
I also work for GS. Which building are you in? I'm based in PBC. Also IBD, North. Would do an AMA and provide proof. I'm in PBC too, moved from RC quite a few years ago. I'm not sure exactly what sort of proof i'm supposed to provide...?
Would you say you were groomed for this kind of work from a young age? LSE is an elite school. Did you go to elite private schools growing up or were you an exceptional student at a normal school? Yes, Jimmy groomed me from four years old
Do you like your job, or should i say career? Yes. If i did not then i would go and sail around the world again.
From your experience, how relevant is CFA nowdays? Definitely worth doing.
How large was your Xmas bonus and did it get taxed over 50%? See below - total comp was c.600k and yes taxed above 50%
You said in other replies that you were 22 when you got this job and make 600K now. How old are you now, and how long did it take you to get the that salary level? Is it all commission? Was analyst at 22 and then moved up the ranks. Just turned 30, feeling old now!.
Can you give some insight on the business model of Investment banking? (I have no clue to be honest) . And what does a portfolio manager do exactly? Portfolio manager is not IBD. He/she would work in investment management e.g. for blackrock or GSAM or a hedge fund.
I'm currently writing a thesis on the future of rentierism in the gulf with an emphasis on Saudi Arabia. I don't have much of an economic background apart from this, but the international energy market is obviously important to my research. Can you recommend any good (preferably free or low cost) primers and newsletters on the subject? Hmm there are many on energy market but not too sure about rentier specific ones. Will have a think. I did my university thesis on Saudi and so will have a dig around.
How do you live with yourself? Knowing that the company that you work for doesn't give a fuck about you or anybody. All they care about is money. They have ruined america many times over. Seriously, how do you live with yourself? Actually our business is dependent on America and more importantly the rest of the world's prosperity. So actually our interests are nicely aligned.
Link to www.rollingstone.com. Seems to me like your bosses and former bosses don't give a flying fuck about anyone but themselves. Can you name one good thing Sachs has done since you have been there? I think you meant 'don't give a flying fuck" in your comment.
Do you happen to work with quantitative analysts? Depends which deal we are working on. Sometimes we need them, other times we don't.
What's your retirement savings invested in? Property (international and uk), shares mainly through tax efficient ways e.g. isa and EIS, pensions and artwork.
No swiss bank account i am afraid.
"The first thing you'll realize is that they are extremely disciplined. You would never come across a Goldman employee, who would, after two or three beers, say "My colleagues are a bunch of dickheads" From Money and Power William D Cohan. What do you have to say about this? I agree with it.
What advice would you give someone who is interested in going into finance and is currently in university. What would you have liked to do in your time spent at LSE now looking back? Party more! You only live once. You can have that advice for free.
Thanks for the AMA. Do you know anybody I could speak with regarding interviewing and internship opportunities? Private message me.
Doing an AMAA are you putting your job at risk for releasing company secrets/opinions whatever? I've not released a single company secret.
Edit: added an A to AMA. There's nothing in my contract to say I can't express my own opinions.
What do the hopes and dreams of Americans taste like? Raspberry sorbet, in my opinion
What is your feeling on the separation of traditional banking and investment banking as is proposed by the FSA? I think overall it's sensible - Barclays being the best example of why they should be separated.
At GS specifically of course we're not involved in traditional retail banking at all so it's not the most pressing issue for us at the moment.
You mentioned 80 hour work weeks. Could you explain the timeline for your typical work day. Do you work 7 days per week? Is your work more project based where you go non stop and have some time off between projects? There's no typical working day - some days are 18 hours and others are 12. Depends entirely what stage of a deal we are at. Generally I work 5/6 days a week, but keep in email contact with the office 24/7.
Yes, entirely project based. But if we are doing our jobs properly there's not much 'time off' in between.
I'm currently on target for a 2:1 or a first at university in my economics degree. But due to a slight hiccup in my a-levels, in which i got A* A C, still managed to go to a top 10 university but do they look at the C, which was in maths. Your university grades are definitely more important. If you do well in a mathematical module at uni that will allay any fears they have about an A-level grade.
Do they look at a-level grades and expect a minimum maths grade? I'm not bad at maths by any means, just an unfortunate anomaly in the exam season. Which uni are you at and what do you study?
Manchester and economics BA - but i have econometric modules and another mathematical module for 2nd year. Any chance of switching it to a BSc? Immediately reassures employers about your quantitative skills..
Hello there, first of all I want to thank you for doing this AMA. I am a dutch college student and currently I'm writing an essay about the BRIC countries. I used your book to write down predictions of their economic future, and I'd like to ask: did you participate in writing that book? Are you referring to Jim O'Neill's book? I have a copy on my desk, but no I wasn't involved in writing it.
What do the guys at GS think about @gselevator? See same q&a earlier on!
How often do interns get recommended to come back? In a good year, approx. 50% of an intern class will get hired.
In a bad year (2008 for example) perhaps only 10% or 20%
Any opinion on Nautilus Minerals? Can't comment on that company i am afraid.
How do you feel about manipulating the currency markets to screw over the average retail trader? I don't know what you are talking about.
Have you ever seen American Psycho? Yes.
I am going to copy and paste this in an email and send it around my team. You will famous at the firm, well at least in my team in london anyway! Yes of course i fucking do. The future is inevitable. Chuck Klosterman i like your name. That would also be an awesome interview question! And i give them 5 secs to answer.
I highly doubt GS interns work for free. I've almost never heard of an internship in finance that didn't pay -- most firms I've encountered usually pay the same base wage as the first year full timer positions you are interning for. Interns in front office at GS in london get circa £42k pro rata. So not bad for a summer job and remember no tax as they are below threshold across the year!
Gold Mansachs. Not sure about that one.
I prefer Goldman Snachs, the name of our canteen.
Yes, Jimmy groomed me from four years old But yes went to a private boarding school before. Widening the diversity of applicants in IB is a key target for HCM.
What is the future of investment banking in a new world order where both governments and the people are fed up with the excesses that led us into this credit crisis. The industry is always evolving, that's what makes it an exciting industry to be in. I imagine it will take us a good few years to fully regain the trust of certain clients, but ultimately if this whole saga causes us to readdress our methods and practices to improve our service then in the long run it's a positive outcome.
PS. Do you not think people should be fed up with the governments too, as well as the banks?
Not OP but I can answer this as a 2012 intern who got converted for Programming. A Math degree is a good +. There are 2 ways. Either join in as a programmer, show your merit and change departments, ie move to Quant side. Other option is to get a MBA, and join the I-Banking dept you want. What's your name?
Do you have any books or resources you'd recommend the layman for learning investment skills (i.e. the wealthy barber) I ask because i feel there is a lot of crap out there and would like to genuinely learn. I have never heard of the wealthy barber.
Last updated: 2013-01-16 15:54 UTC
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