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How I have automated my #algotrading and spend less than Ôé╣10 to execute it monthly. This is running on #AWS

Thread ­čĹç

1. use Python to execute the #algo
2. commit the #algo files in a git repo - I use GitHub (you can use anything else)
3. Use AWS Lambda to start and stop the AWS ec2 small instance (I will switch to AWS Fargate later)
4. Pull the latest code from git.
5. Server starts at 9am - auto-login
6. starts data service by 9.15am and start collecting data for signal generation
7. Wait for Signal
8. Log everything in a log file.
9. All positions and PNL are logged every minute to the Dynamodb database. (This helps to understand what happened through the day)
10. close all positions at 3.14pm - send PNL on telegram
11. upload all log files to AWS s3 for review.
Read 5 tweets
How does a middle office risk management job differ from a risk management job on the trading floor?
@garp @PRMIA @actuarynews @SOActuaries @irmglobal
TMO - Treasury Middle Office roles differ from bank to bank.
In other non-banking financial institutions, MO roles may vary according to portfolio size and responsibilities handed over to the risk management team.
MO is primarily responsible for overseeing trading (front office) activities and applying controls, and reporting violations thereof.
Read 18 tweets
Design your first algorithmic trading system using this simple approach:

(1/5) To begin with, design a simple strategy that works and can be executed using a simple infrastructure. As far as possible, keep it simple, intuitive and donÔÇÖt overuse indicators.
(2/5) Once backtest results are positive, conduct a walk-forward test or a paper trading test, and see how the system behaves in the live market environment.
(3/5) Once you establish that the system is behaving as expected, you may start running the strategy in the live market environment. Start with a small capital and gradually increase the allocated capital, donÔÇÖt go too big too soon.
Read 6 tweets
$algo i longed it some hours ago... i hope it will reach the blue rectangle.
Green rectangle it's a good buy area!

#algorand #algo #crpyto #altcoin
$algo faster than i expected... let' see if will push a little more!

#algorand #algo #crypto #altcoin
$algo i'm sure could pump more, but i'm ok with profit and im going to close it!

#algo #algorand #crypto #altcoin
Read 5 tweets
Arkada┼člar Selam,

Son zamanlarda neden hi├ž kaybetmedim hatta neden hi├ž stop bile olmad─▒m anlatmak istiyorum. ├ľncelikle ben i┼člem a├žaca─č─▒m yeri kanal olarak belirleyip nokta at─▒┼č─▒ yapmaya ├žal─▒┼čm─▒yorum. ┼×imdi d├╝n a├žt─▒─č─▒m bir i┼člemdeki stratejimi anlataca─č─▒m;
D├╝n #Algo'yu diren├ž kanal─▒nda g├Ârd├╝m. 0.43-0.4378 diren├ž kanal─▒yd─▒. Elimde 100 birim para oldu─čunu d├╝┼č├╝nelim. Ben ├Ânce 1 birim ile girip o kanal aral─▒─č─▒na 10 birim emir at─▒yorum. Almad─▒─č─▒ emirlerim oluyor fakat o kanal i├žinde ortalamam olabildi─čince y├╝kse─če ├ž─▒k─▒yor.
Bu i┼člemi kanal─▒mda da payla┼čm─▒┼čt─▒m. Algo 0.4280 iken ├žift dibe d├Ânebilir diyorum. Dedi─čim yerden ├žift dibi olan 0.39 dolara d├╝┼čmesi hemen hemen %10'luk bir d├╝┼č├╝┼č sa─čl─▒yor ve d├╝n BTC'nin d├╝┼čmesiyle biraz daha alt─▒na sarkmas─▒na ra─čmen mum kapatm─▒yor buradan ├žift dip yap─▒p d├Ân├╝yor.
Read 8 tweets
S─▒r gibi saklan─▒p k├╝├ž├╝k yat─▒r─▒mc─▒ya g├Âsterilmeyen form├╝ller;

1Ôâú GOLDENCROSS;
Cross(Mov(c,50,s),Mov(C,200,s))
*kullan─▒c─▒ peryot de─či┼čtirlebilir
**kullan─▒c─▒ tersini yazarak a┼ča─č─▒ kesenleri de bulabilir

#matriks #algoritma #algotrading #explorer #taramaForm├╝lleri Image
2ÔâúCross(Mov(c,10,e),Mov(C,50,e))

10g├╝nl├╝k hareketli ortalamas─▒ 50 g├╝nl├╝─č├╝ kesenler

*kullan─▒c─▒ peryot de─či┼čtirlebilir
**kullan─▒c─▒ tersini yazarak a┼ča─č─▒ kesenleri de bulabilir

#matriks #algoritma #algotrading #explorer #taramaForm├╝lleri Image
3Ôâú son 3 peryottur hacmi artanlar
sum(v>ref(v,-1),3)=-3

*kullan─▒c─▒ 3 vs de─či┼čtirebilir

#matriks #algoritma #algotrading #explorer #taramaForm├╝lleri Image
Read 40 tweets
Missed a good profit bcoz of insufficient fund.. #NSE #SYSTEMTRADING #ALGO #NSE

Learning: always better to keep your fund to 100%. Image
#NSE #SYSTEMTRADING #ALGO #NSE I mean it's a good profit if I exit now. Let's see if that's really a good profit at 3:15 ..

Fingers crossed..
#NSE #SYSTEMTRADING #ALGO ok.. roller coaster mode initiated...
Read 4 tweets
For those that have been paying an attention! ­čśë

#ALGO #algorand

Image
awesome move!

Void filled, bounced from the support nicely Ôťů

Look to take profits in the blue box.

#ALGO #Algorand Image
While many were telling you "to the moon" I told you to take profits

Yes, the price could've run through but it didn't and now you're stuck here

If you did a good place to re-open is in the grey box with an SL shown. I believe there is more continuation in #ALGO #ALgorand Image
Read 3 tweets
Devam tvitlerde kullan─▒labilir sistem nas─▒l olmal─▒ ve sisteminiz ile ne kadar risk al─▒nmal─▒ konusunda
fikirlerimi payla┼čt─▒m. #iDeal #Algo
1 - Sistem olu┼čturman─▒n temelini piyasa bilginiz ve ne istedi─činizi yaz─▒ya d├Âkebilme yetene─činiz olu┼čturmal─▒d─▒r.
Bug├╝n bir ├žok insan normal ya┼čant─▒s─▒nda dahi niyetini yaz─▒ya d├Âkme konusunda yeteneksizdir.
2 - Yeterli piyasa tecr├╝besi zarara tahamm├╝l s─▒n─▒r─▒n─▒z─▒ ve karda sabr─▒n─▒z─▒, yani yat─▒r─▒m psikolojinizi tan─▒man─▒z─▒ sa─člar.
Ayr─▒ca piyasa tecr├╝besi size ani hareketlerde nas─▒l davran─▒┼č sergilemeniz gerekti─či konusunda da fikir verir.
Read 40 tweets
iDeal veri terminali kullan─▒m─▒ ve ├Ârnek sistemler ile ilgili ge├žmi┼č payla┼č─▒mlara ait linkleri kolay ula┼č─▒labilmesi i├žin bu tvitin devam─▒na ekleyece─čim.#iDeal #Algo
├ťst periyot kapan─▒┼člar─▒n alt periyotlarda g├Âr├╝nt├╝lenebilmesi.
drive.google.com/open?id=1PYM74ÔÇŽ
Tarih tan─▒ml─▒ trend ├žizimi
drive.google.com/open?id=1dxfN-ÔÇŽ
Read 19 tweets
1- ─░deal program─▒n─▒ ad─▒m ad─▒m kullan─▒m─▒na y├Ânelik bilgilerindirmelere burdan s─▒rayla ba┼člayal─▒m,
ad─▒m ad─▒m formul y├╝kleme, basit formulleri yazma, basit al sat sistemleri, sistem birle┼čmeleri vs..
2-Basit hareketi ortalama sistemi olu┼čturma, hareketli ortalaman─▒n fiyat─▒ kesmesi sonucunda olu┼čan al sat sistemi.
3- RSI a g├Âre al sat sistemi. Rs─▒ istedi─činiz rakam─▒n ├╝zerine ├ž─▒kt─▒─č─▒n al, rakam─▒n alt─▒na indi─činde sat mant─▒─č─▒nda. ba┼člang─▒├ž i├žin ad─▒m ad─▒m gitmeniz ├Â─črenme h─▒z─▒n─▒z─▒ artt─▒r─▒r.
Read 100 tweets
#BTC d├╝┼č├╝┼če d├Ânm├╝┼čken Altcoinlerinde buna kar┼č─▒ koymas─▒n─▒ beklemek zor. Daha ├Âncesinde analiz ett─čim #ALGO takoz hedefini tamamlam─▒┼č. Analizim ve beklentim a┼ča─č─▒daki gibi. Image
#ALGO'nun PERP grafi─činde de BTC'deki alaca─č─▒ yola istinaden izleyebilece─či pattern'i pembe gibi olu┼čturdum. Kesinlikle yat─▒r─▒m tavsiyesi de─čildir ve BTC hareketlerine ba─čl─▒ bozulabilir. L├╝tfen kendi de─čerlendirmelerinizi yap─▒n─▒z. Image
#ALGO'da bir g├╝ncelleme yapal─▒m o zaman. Y├╝selen trend k─▒r─▒ld─▒ ve ┼čuan BTC paritesinde re-test var. Buradan d├╝┼č├╝┼č devam ederse lanlar─▒m─▒ devreye alabilirim. Bir de BTC d├╝┼č├╝┼č├╝yle ├žal─▒┼č─▒rsa dad─▒ndan yinmez! ­čśé Image
Read 4 tweets
#Responsibility of #programmers for their #algorithms
­čśçShooting stars: from expert advisor to #spoofing criminal
­čĹëSpoofing #algo coder partially acquitted
­čĄŽÔÇŹÔÖé´ŞĆCFTC and FBI fail with indictment of the programmer who developed the algo at the heart of the infamous 2010 #FlashCrash
­čśçJitesh Thakkar, the founder and president of Edge Financial Technologies, one of the leading firms for #software development for #algorithmic and #highfrequencytrading #hft, was acquitted on April 9th, 2019 of the count of #conspiracy to commit spoofing.
ÔÜá´ŞĆThakkarÔÇÖs case is the first in the US where a programmer is prosecuted for his involvement in the development of a manipulative algorithm and shows regulatorsÔÇÖ willingness to prosecute programmers in addition to the users of such algorithms.
Read 7 tweets
My wife and I have a monthly debate about whether our @nest thermostat uses more/less energy. My argument has always been: probably a null effect, but it's fun technology. Her argument: we're spending more money on this toy and our bills seem higher. [1/n]
Her argument is fair, but I've contended that our monthly Home Report from @nest simply makes our electricity consumption more salient (see, e.g., rff.org/research/publiÔÇŽ) [2/n]
So, I pulled our historical hourly data from @pepco and plotted the results: [3/n]
Read 16 tweets

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