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Trading economic news

The majority of this sub is focused on technical analysis. I regularly ridicule such "tea leaf readers" and advocate for trading based on fundamentals and economic news instead, so I figured I should take the time to write up something on how exactly you can trade economic news releases.
This post is long as balls so I won't be upset if you get bored and go back to your drooping dick patterns or whatever.

How economic news is released

First, it helps to know how economic news is compiled and released. Let's take Initial Jobless Claims, the number of initial claims for unemployment benefits around the United States from Sunday through Saturday. Initial in this context means the first claim for benefits made by an individual during a particular stretch of unemployment. The Initial Jobless Claims figure appears in the Department of Labor's Unemployment Insurance Weekly Claims Report, which compiles information from all of the per-state departments that report to the DOL during the week. A typical number is between 100k and 250k and it can vary quite significantly week-to-week.
The Unemployment Insurance Weekly Claims Report contains data that lags 5 days behind. For example, the Report issued on Thursday March 26th 2020 contained data about the week ending on Saturday March 21st 2020.
In the days leading up to the Report, financial companies will survey economists and run complicated mathematical models to forecast the upcoming Initial Jobless Claims figure. The results of surveyed experts is called the "consensus"; specific companies, experts, and websites will also provide their own forecasts. Different companies will release different consensuses. Usually they are pretty close (within 2-3k), but for last week's record-high Initial Jobless Claims the reported consensuses varied by up to 1M! In other words, there was essentially no consensus.
The Unemployment Insurance Weekly Claims Report is released each Thursday morning at exactly 8:30 AM ET. (On Thanksgiving the Report is released on Wednesday instead.) Media representatives gather at the Frances Perkins Building in Washington DC and are admitted to the "lockup" at 8:00 AM ET. In order to be admitted to the lockup you have to be a credentialed member of a media organization that has signed the DOL lockup agreement. The lockup room is small so there is a limited number of spots.
No phones are allowed. Reporters bring their laptops and connect to a local network; there is a master switch on the wall that prevents/enables Internet connectivity on this network. Once the doors are closed the Unemployment Insurance Weekly Claims Report is distributed, with a heading that announces it is "embargoed" (not to be released) prior to 8:30 AM. Reporters type up their analyses of the report, including extracting key figures like Initial Jobless Claims. They load their write-ups into their companies' software, which prepares to send it out as soon as Internet is enabled. At 8:30 AM the DOL representative in the room flips the wall switch and all of the laptops are connected to the Internet, releasing their write-ups to their companies and on to their companies' partners.
Many of those media companies have externally accessible APIs for distributing news. Media aggregators and squawk services (like RanSquawk and TradeTheNews) subscribe to all of these different APIs and then redistribute the key economic figures from the Report to their own subscribers within one second after Internet is enabled in the DOL lockup.
Some squawk services are text-based while others are audio-based. FinancialJuice.com provides a free audio squawk service; internally they have a paid subscription to a professional squawk service and they simply read out the latest headlines to their own listeners, subsidized by ads on the site. I've been using it for 4 months now and have been pretty happy. It usually lags behind the official release times by 1-2 seconds and occasionally they verbally flub the numbers or stutter and have to repeat, but you can't beat the price!
Important - I’m not affiliated with FinancialJuice and I’m not advocating that you use them over any other squawk. If you use them and they misspeak a number and you lose all your money don’t blame me. If anybody has any other free alternatives please share them!

How the news affects forex markets

Institutional forex traders subscribe to these squawk services and use custom software to consume the emerging data programmatically and then automatically initiate trades based on the perceived change to the fundamentals that the figures represent.
It's important to note that every institution will have "priced in" their own forecasted figures well in advance of an actual news release. Forecasts and consensuses all come out at different times in the days leading up to a news release, so by the time the news drops everybody is really only looking for an unexpected result. You can't really know what any given institution expects the value to be, but unless someone has inside information you can pretty much assume that the market has collectively priced in the experts' consensus. When the news comes out, institutions will trade based on the difference between the actual and their forecast.
Sometimes the news reflects a real change to the fundamentals with an economic effect that will change the demand for a currency, like an interest rate decision. However, in the case of the Initial Jobless Claims figure, which is a backwards-looking metric, trading is really just self-fulfilling speculation that market participants will buy dollars when unemployment is low and sell dollars when unemployment is high. Generally speaking, news that reflects a real economic shift has a bigger effect than news that only matters to speculators.
Massive and extremely fast news-based trades happen within tenths of a second on the ECNs on which institutional traders are participants. Over the next few seconds the resulting price changes trickle down to retail traders. Some economic news, like Non Farm Payroll Employment, has an effect that can last minutes to hours as "slow money" follows behind on the trend created by the "fast money". Other news, like Initial Jobless Claims, has a short impact that trails off within a couple minutes and is subsequently dwarfed by the usual pseudorandom movements in the market.
The bigger the difference between actual and consensus, the bigger the effect on any given currency pair. Since economic news releases generally relate to a single currency, the biggest and most easily predicted effects are seen on pairs where one currency is directly effected and the other is not affected at all. Personally I trade USD/JPY because the time difference between the US and Japan ensures that no news will be coming out of Japan at the same time that economic news is being released in the US.
Before deciding to trade any particular news release you should measure the historical correlation between the release (specifically, the difference between actual and consensus) and the resulting short-term change in the currency pair. Historical data for various news releases (along with historical consensus data) is readily available. You can pay to get it exported into Excel or whatever, or you can scroll through it for free on websites like TradingEconomics.com.
Let's look at two examples: Initial Jobless Claims and Non Farm Payroll Employment (NFP). I collected historical consensuses and actuals for these releases from January 2018 through the present, measured the "surprise" difference for each, and then correlated that to short-term changes in USD/JPY at the time of release using 5 second candles.
I omitted any releases that occurred simultaneously as another major release. For example, occasionally the monthly Initial Jobless Claims comes out at the exact same time as the monthly Balance of Trade figure, which is a more significant economic indicator and can be expected to dwarf the effect of the Unemployment Insurance Weekly Claims Report.
USD/JPY correlation with Initial Jobless Claims (2018 - present)
USD/JPY correlation with Non Farm Payrolls (2018 - present)
The horizontal axes on these charts is the duration (in seconds) after the news release over which correlation was calculated. The vertical axis is the Pearson correlation coefficient: +1 means that the change in USD/JPY over that duration was perfectly linearly correlated to the "surprise" in the releases; -1 means that the change in USD/JPY was perfectly linearly correlated but in the opposite direction, and 0 means that there is no correlation at all.
For Initial Jobless Claims you can see that for the first 30 seconds USD/JPY is strongly negatively correlated with the difference between consensus and actual jobless claims. That is, fewer-than-forecast jobless claims (fewer newly unemployed people than expected) strengthens the dollar and greater-than-forecast jobless claims (more newly unemployed people than expected) weakens the dollar. Correlation then trails off and changes to a moderate/weak positive correlation. I interpret this as algorithms "buying the dip" and vice versa, but I don't know for sure. From this chart it appears that you could profit by opening a trade for 15 seconds (duration with strongest correlation) that is long USD/JPY when Initial Jobless Claims is lower than the consensus and short USD/JPY when Initial Jobless Claims is higher than expected.
The chart for Non Farm Payroll looks very different. Correlation is positive (higher-than-expected payrolls strengthen the dollar and lower-than-expected payrolls weaken the dollar) and peaks at around 45 seconds, then slowly decreases as time goes on. This implies that price changes due to NFP are quite significant relative to background noise and "stick" even as normal fluctuations pick back up.
I wanted to show an example of what the USD/JPY S5 chart looks like when an "uncontested" (no other major simultaneously news release) Initial Jobless Claims and NFP drops, but unfortunately my broker's charts only go back a week. (I can pull historical data going back years through the API but to make it into a pretty chart would be a bit of work.) If anybody can get a 5-second chart of USD/JPY at March 19, 2020, UTC 12:30 and/or at February 7, 2020, UTC 13:30 let me know and I'll add it here.

Backtesting

So without too much effort we determined that (1) USD/JPY is strongly negatively correlated with the Initial Jobless Claims figure for the first 15 seconds after the release of the Unemployment Insurance Weekly Claims Report (when no other major news is being released) and also that (2) USD/JPY is strongly positively correlated with the Non Farms Payroll figure for the first 45 seconds after the release of the Employment Situation report.
Before you can assume you can profit off the news you have to backtest and consider three important parameters.
Entry speed: How quickly can you realistically enter the trade? The correlation performed above was measured from the exact moment the news was released, but realistically if you've got your finger on the trigger and your ear to the squawk it will take a few seconds to hit "Buy" or "Sell" and confirm. If 90% of the price move happens in the first second you're SOL. For back-testing purposes I assume a 5 second delay. In practice I use custom software that opens a trade with one click, and I can reliably enter a trade within 2-3 seconds after the news drops, using the FinancialJuice free squawk.
Minimum surprise: Should you trade every release or can you do better by only trading those with a big enough "surprise" factor? Backtesting will tell you whether being more selective is better long-term or not.
Hold time: The optimal time to hold the trade is not necessarily the same as the time of maximum correlation. That's a good starting point but it's not necessarily the best number. Backtesting each possible hold time will let you find the best one.
The spread: When you're only holding a position open for 30 seconds, the spread will kill you. The correlations performed above used the midpoint price, but in reality you have to buy at the ask and sell at the bid. Brokers aren't stupid and the moment volume on the ECN jumps they will widen the spread for their retail customers. The only way to determine if the news-driven price movements reliably overcome the spread is to backtest.
Stops: Personally I don't use stops, neither take-profit nor stop-loss, since I'm automatically closing the trade after a fixed (and very short) amount of time. Additionally, brokers have a minimum stop distance; the profits from scalping the news are so slim that even the nearest stops they allow will generally not get triggered.
I backtested trading these two news releases (since 2018), using a 5 second entry delay, real historical spreads, and no stops, cycling through different "surprise" thresholds and hold times to find the combination that returns the highest net profit. It's important to maximize net profit, not expected value per trade, so you don't over-optimize and reduce the total number of trades taken to one single profitable trade. If you want to get fancy you can set up a custom metric that combines number of trades, expected value, and drawdown into a single score to be maximized.
For the Initial Jobless Claims figure I found that the best combination is to hold trades open for 25 seconds (that is, open at 5 seconds elapsed and hold until 30 seconds elapsed) and only trade when the difference between consensus and actual is 7k or higher. That leads to 30 trades taken since 2018 and an expected return of... drumroll please... -0.0093 yen per unit per trade.
Yep, that's a loss of approx. $8.63 per lot.
Disappointing right? That's the spread and that's why you have to backtest. Even though the release of the Unemployment Insurance Weekly Claims Report has a strong correlation with movement in USD/JPY, it's simply not something that a retail trader can profit from.
Let's turn to the NFP. There I found that the best combination is to hold trades open for 75 seconds (that is, open at 5 seconds elapsed and hold until 80 seconds elapsed) and trade every single NFP (no minimum "surprise" threshold). That leads to 20 trades taken since 2018 and an expected return of... drumroll please... +0.1306 yen per unit per trade.
That's a profit of approx. $121.25 per lot. Not bad for 75 seconds of work! That's a +6% ROI at 50x leverage.

Make it real

If you want to do this for realsies, you need to run these numbers for all of the major economic news releases. Markit Manufacturing PMI, Factory Orders MoM, Trade Balance, PPI MoM, Export and Import Prices, Michigan Consumer Sentiment, Retail Sales MoM, Industrial Production MoM, you get the idea. You keep a list of all of the releases you want to trade, when they are released, and the ideal hold time and "surprise" threshold. A few minutes before the prescribed release time you open up your broker's software, turn on your squawk, maybe jot a few notes about consensuses and model forecasts, and get your finger on the button. At the moment you hear the release you open the trade in the correct direction, hold it (without looking at the chart!) for the required amount of time, then close it and go on with your day.
Some benefits of trading this way: * Most major economic releases come out at either 8:30 AM ET or 10:00 AM ET, and then you're done for the day. * It's easily backtestable. You can look back at the numbers and see exactly what to expect your return to be. * It's fun! Packing your trading into 30 seconds and knowing that institutions are moving billions of dollars around as fast as they can based on the exact same news you just read is thrilling. * You can wow your friends by saying things like "The St. Louis Fed had some interesting remarks on consumer spending in the latest Beige Book." * No crayons involved.
Some downsides: * It's tricky to be fast enough without writing custom software. Some broker software is very slow and requires multiple dialog boxes before a position is opened, which won't cut it. * The profits are very slim, you're not going to impress your instagram followers to join your expensive trade copying service with your 30-second twice-weekly trades. * Any friends you might wow with your boring-ass economic talking points are themselves the most boring people in the world.
I hope you enjoyed this long as fuck post and you give trading economic news a try!
submitted by thicc_dads_club to Forex [link] [comments]

Run Another Service Within Flask

Hello, I am having a problem with flask and quickfix. For those who don't know, quickfix is a python framework for creating FIX engines (FIX is a messaging protocol for financial services). My project started with a command line interface where I would start my quickfix app and keep a while loop asking for user input.
Now I must modify my project as a web app and decided to use flask. I set up a flask route to start the quickfix server but every time I access that API endpoint from Postman, my flask server dies, sometimes with a buffer overflow error and sometimes it does not give me any error messages.
Here is my flask code (it is very basic). The route that is causing the problem now is "/api/start_fix/" at flask_api.py:
from flask import Flask, render_template import fixapp from types import SimpleNamespace app = Flask(__name__) fix_handle = None @app.route('/') def home(): return "

This is a sample

" @app.route('/api/start_fix/',methods=['POST']) def start_fix(config_file): #these three lines below are temporary and circling each other. args = vars(fixapp.get_default_args()) args['config'] = config_file args['verbose'] = 3 args = SimpleNamespace(**args) fix_handle = fixapp.create_fix_app(args,fix_mode='manual') fix_handle.start() return "SUCCESS" @app.route('/api/start_quote/',methods=["POST"]) def start_quote(symbol): options = {'55':symbol} fix_handle.send_subscribe_to_data(options) @app.route('/api/get_ticks',methods=['GET']) def get_ticks(): return fix_handle.get_ticks() #get_ticks should return a json object @app.route('/api/get_ticks/',methods=['GET']) def get_ticks_by_size(size): return fix_handle.get_ticks(size=size) #should be json if __name__ == '__main__': app.run(debug=True)
fixapp is my implementation with quickfix and structured as a python package. I was hoping to use fix_handle to access data from within it through flask but the server crashes right at the beginning.
I will include a snippet of the function fix_handle.start() in case it is useful even though it is very short fixapp/session_object.py:
class SessionBase(object): """Base session object. It will be used to initialized most of the session object parameters""" def __init__(self,args): self.args = args self.config_file = args.config self.settings = fix.SessionSettings(self.config_file) self.decoder = FixDecoder() self.datastream = DataStream() self.orderstore = OrderStore() self.storeFactory = fix.FileStoreFactory(self.settings) self.logFactory = fix.FileLogFactory(self.settings) def start(self): """Initiate FIX app and do nothing else. This will only work if the child class has implemented the self.app and self.initiator""" try: self.initiator.start() time.sleep(1) print("FIX application has started...") #fixapp.utils.fix_started_msg() except (fix.ConfigError , fix.RuntimeError) as e: print(e) . . . 

self.initiator.start() is a function from the quickfix library and not implemented by me.
Also, to make it more clear, I want to remind that fixapp will start a process on its own and a server connection to a forex broker. This functionality used to work well from the command line but from within flask it can't work.
I looked into using threading or multi-threading libraries and was thinking of starting a new thread for each time my flask endpoint is sent a request, but it is still unclear to me how I could communicate with my quickfix process. Quickfix needs to be running in the background and those flask endpoints simply redirect to it. Quickfix will be continuously collecting FOREX data from the market.
I guess this is more about how to approach my problem by running quickfix from inside flask so that users of the web app can interact with it.
I would appreciate if someone can help me with this issue and if I wasn't clear or there is more information needed, please let me know.
submitted by esidehustle to flask [link] [comments]

[CEO LETTER] MAY-28, 2018: CLICKGEM PROPOSAL

May 28th, 2018
Dear potential investors,
I'm Nguyen Nam Hai, C.E.O of ClickGem Project (ClickGem Inc – Belize), you can call me as Hai!
First of all, thanks for your interest in ClickGem Project, this is the honor of our development team!
Second, although you can find all information about ClickGem project on the internet, I still want to provide you a brief summary and explain which can help you to understand this project easily and fully: - ClickGem project is creating a new payment system which is much better than all current payment systems, include PayPal and other similar payment systems! We are focusing on developing a payment gateway (paygate) which can support to pay and receive payment with multiple different currencies (both cryptocurrencies and fiat money), it has a special feature for exchange currency instantly during transaction, through exchange floors (this is an important advantage because buyers can pay by any currency and they not need to match with currency which sellers want to receive, and always get the lowest exchange rates from the market) and very low fee. That is our core application! Then we will develop additional an ecosystem of applications and APIs to support that core application. We will also develop two-directions API for our paygate so it can integrate with other forex/cryptocurrency exchanges to increase liquidity and have more chances to find the lowest exchange rate when exchange currency for buyers/sellers when they using our paygate. - Another advantage of ClickGem paygate: at this time, not many merchants/sellers are ready to accept payments for their business by cryptocurrencies because of many reasons (tax declaration, risks of the exchange rate, risks of the liquidity, risks with the law - not many governments allow cryptocurrency business) while in fact have a lot of people owned cryptocurrencies want to use it as currencies for shopping, for payment... ClickGem paygate will support for cross-exchange between Fiat currency and cryptocurrency and it will be a solution to connect people owning cryptocurrency with all merchants/sellers around the world. - ClickGem is a project started from January 2018 that aims to create all tools and applications which will support and encourage people to use more cryptocurrencies in different fields of the real life instead of only trading them like stocks/currencies/commodities on exchanges floors on the internet. Until now, we achieved some points on our roadmap and launched some important working applications. Our development team are still improving those applications (add more features, improve processing speed and security, optimize user interface) and developing new applications to build ClickGem ecosystem. You can see our roadmap at here: https://www.clickgem.com/roadmap.html . You can also test our applications by register an account on the website! - ClickGem project also has its own cryptocurrency called ClickGem (CGM). Web wallet, full-node wallet for Linux and block explorer had been launched already. Full-node wallet for Windows and MacOS are estimated to be launched in next month (June 2018)! Because ClickGem project focuses solely on developing an ecosystem of applications which support for all cryptocurrencies, so the CGM cryptocurrency is simply forked from Litecoin open source. However, we think it is good enough to use as a cryptocurrency, no need any new additional features! - ClickGem project is a service provider and we will generate profits mainly from collect fees from people who used our tools and applications. We released our owned cryptocurrency to raise fund from the community to have more budget for ClickGem project development. ClickGem cryptocurrency has all the same function with other currencies which supported by our system. But our users will always get 50% discount on every fee when utilizing ClickGem cryptocurrency (cheaper fee than other currencies). Especially, some future applications in ClickGem ecosystem will only support for ClickGem cryptocurrency. People can also trade ClickGem cryptocurrency in many other public exchange floors. When ClickGem ecosystem is fully developed and present at all of its target markets, it will have a lot of users around the world. Needs of CGM cryptocurrency will increase a lot (because it has a lot of incentives compared to other cryptocurrencies which supported in ClickGem ecosystem) while its maximum supply is only 30 million, so its price will increase rapidly! - Until this time (May 2018), ClickGem website has very good ranking, over 60,000 registered users and over 22,000 followers on Telegram and still increasing day by day. - ClickGem is a young project but developer team is professional and high qualified but, above all, is very motivated in achieving predetermined goals.
If ClickGem project succeeded: - It will help all merchants/sellers have a better way to receive payment and have more buyers. - It will help all buyers have a new payment method which is more flexible and better than all old methods, easier for online shopping. - It will help all people who owning cryptocurrency can use their cryptocurrency to do more things than only trading it on exchange floors. - It will help many exchange floors (include Forex and cryptocurrency exchanges) have more buy orders and improve liquidity. - It will accelerate the implementation and application of global blockchain technology.
ClickGem project will be a global service like PayPal, Amazon, Alibaba or Aliexpress so it can access all markets in the world and its scalability is unlimited!
Our project will attend to ICORace event (www.icorace.ch) in Switzerland on June 6/7th. Have over 100 ICO applications sent to ICORace, but our project is on top 20 ICO projects which will enter semi-finals! That means our project is highly appreciated by the ICORace organizer. We will have a chance to present our project as a speaker to a lot of investors at there. This is a very good chance to attract people from ICORace event to our project!
Our project also attended to the 2nd Global Fintech & Blockchain China Expo 2018 at Shanghai (China) on last month (April 2018) and attended to the World BlockChain CryptoCurrency Summit Moscow 2018 (WBCSUMMIT MOSCOW 2018) in Russia on this month (May 2018). Our business idea is also highly appreciated by every people in both events! You can see our presence in both events at here: https://www.clickgem.com/updates-apr-12-2018-clickgem-team-… https://www.clickgem.com/updates-may-20-2018-meet-us-at-wor… https://www.clickgem.com/updates-may-19-2018-meet-us-at-wor…
Third, I want to tell you about my personal story and the reason of idea to start the ClickGem project: I'm a businessman and I have a small factory in Vietnam for producing hair extensions & wigs products (Company introduction: https://www.youtube.com/watch?v=fMHk0UyA05s). I have been running this business for about 10 years. Most of the products produced in my factory are exporting to many different countries (USA, Russia, Brazil, Mexico, Germany, Portugal, UK, Hong Kong, Korea etc...). Within 10 years doing international business, one of biggest troubles for my business is receive payments from international clients because most of my clients don't want to pay directly to my company bank account because of the barrier of customs and import procedures, etc... To maintain business with those clients, I have to suggest them to: - Pay to my personal bank account >> It usually makes trouble to me for tax declaration. - Pay through personal money transfer companies like Western Union, MoneyGram, Unistream, etc... >> Can only receive small amounts, high fees. I still have trouble with tax declaration. - Pay through PayPal >> Many limitations and very high fee (PayPal transaction fee is 4.4% but the total amount I lose usually up to 12% because PayPal only allows merchants to withdraw money from the account by local currency and they always apply exchange rates which are very disadvantage for the merchant). I still have trouble with tax declaration - Pay by cash through brokers, pilots or flight attendants >> No trouble with tax declaration but can't transfer big amounts. High fee, and high risk! Because of limitation and barriers to receiving payment, I can't easy to expand my business. I know that not only I have this trouble, a lot of business people are having the same trouble! I never stop finding the better solution to solve problems with receive payment!
Until when I know about cryptocurrency which created using blockchain technology and strong communities are supporting the cryptocurrency, I strongly believe it can replace our current currencies in a future near. Cryptocurrency has a lot of advantages which compared to our current currencies. However, now is just the beginning of the era of cryptocurrency, we still have not many applications with enough features to support cryptocurrency to become our main currency.
I start thinking about ClickGem Project which can have all features combined from PayPal, CoinBase, Forex websites, cryptocurrency exchange websites, Amazon, Alibaba, Aliexpress, etc... which can support strongly for cryptocurrency and become a perfect system for payment and exchange currencies.
Currently, my team has not many people, but we can achieve many goals within a short time (about 5 months), although before that we haven't any preparation and even don't know many about blockchain technology. That can show our ability is not small and that ability will continue to multiply many times when we have more budget to recruit more talented people! I know that still have many difficulties in future and still need more time make ClickGem system become a perfect system, but I strongly believe that every difficulty will have the solution to solve (like the way I have been done with my current business from the zero) and I believe can make these ideas become real!
Other reasons make me strongly believe ClickGem project will be succeeded and it could become the big system like PayPal, Amazon, Alibaba, Aliexpress, etc… are: I believe that when we do anything if we don't believe in ourselves and what we are doing, we will never succeed. And what is easy come will easy go, only goals which are difficult to be achieved will create the real value! My team members owned a same great skill is we never give up and we will always search for solutions to solve all difficulties! I also know that because of the unstable situation of politic and economy are happening many places around the world, so many people start finding better currencies for daily transactions or hold as an asset instead of Fiat currency (cash, money at banks), gold or some things like that, this is also the main reason to make cryptocurrency become a very hot trend at this time! I believe that is the normal evolution and development of human society (in our history has witnessed many similar phases and events)! I have enough knowledge about IT field and doing business, I understand that to build systems like PayPal, Amazon, Alibaba or Aliexpress is not very difficult, I'm total can build similar systems but my systems even can support for both cryptocurrency and Fiat currency! Those companies only difference with me is they have a great opportunity to receive support from big funding companies and even government because all of them are established at the beginning of the era of the internet (For example: Alibaba has established from the beginning of the era of the internet in China, so they have opportunity to receive great support from big funding companies like SoftBank, etc... and the Chinese Government about resources, relationships, policies, etc...). The beginning of the era of the stock market is also similar to the beginning of the era of the internet, also generated many big names and many big companies. Current is the beginning of the era of the blockchain technology and cryptocurrency, I believe that we have the same opportunity with PayPal, Amazon, Alibaba or Aliexpress... Why not take this opportunity? My team only think and do, with all of our efforts and sincerity, I believe we can convince and get support from many investors to realize our dream!
I still have a lot of ideas to do with ClickGem project, however, my budget is limited and I can’t do everything alone! So, I always looking for more people who can join a hand with me, together to make this project succeed!
Would you like to join one hand with me?
I hope ClickGem project can meet your interest and opens the way for an interesting and profitable collaboration!
Thanks for spending your time to read my proposal and I hope you will spend more time to review ClickGem project!
Looking forward to hearing from you soon!
Best regards,
---
Nguyen Nam Hai – CEO [email protected]
ClickGem Project https://www.clickgem.com
https://www.clickgem.com/ceo-letter-may-28-2018-clickgem-pr…
t.me/clickgem/179
submitted by clickgemP to ClickGemOfficial [link] [comments]

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