Enigma
6.4K posts

Enigma
@Ed_N1gma
Tech dinosaur, Data Analytics Professional, #DataScience, #Python, Cat Dad and Pro Wrestling Fan
Florida, USA Katılım Ocak 2021
628 Takip Edilen208 Takipçiler

As a Backend Developer, Which one are you?
A. Node.js -> Express -> MongoDB -> REST APIs -> AI APIs
B. Node.js -> NestJS -> PostgreSQL -> TypeScript -> AI Integration
C. Python -> FastAPI -> PostgreSQL -> Async APIs -> AI APIs
D. Python -> Django -> MySQL/PostgreSQL -> REST APIs -> AI Integration
E. Java -> Spring Boot -> Microservices -> SQL -> AI APIs
F. Go -> Gin/Fiber -> Microservices -> High Performance APIs -> AI Integration
G. PHP -> Laravel -> MySQL -> REST APIs -> AI APIs
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TONIGHT!
It's a night of debuts and championship bouts on Saturday Night #AEWCollision!
Join us for a high stakes night of AEW LIVE at 8/7c on @TNTDrama + @SportsOnMAX, TONIGHT!
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MLOps, or Machine Learning Operations, combines Machine Learning systems with the principles of DevOps.
It helps make sure that your ML models are developed, tested, deployed, & monitored in a scalable, reliable way.
In this course, you'll learn all about it by building an end-to-end MLOps pipeline.
freecodecamp.org/news/learn-mlo…

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Christmas movies & where they’re streaming:
• Elf - HBO Max
• Klaus - Netflix
• Gremlins - HBO Max
• Love Actually - Netflix
• Violent Night - Peacock
• Scrooged - Prime Video
• A Christmas Story - Hulu
• The Holdovers - Peacock
• Love Actually - Prime Video
• The Santa Clause - Disney+
• Home Alone 1 & 2 - Disney+
• Die Hard - Hulu/Prime Video
• The Polar Express - HBO Max
• Miracle on 34th Street - Disney+
• It's a Wonderful Life - Prime Video
• Muppet Christmas Carol - Disney+
• A Charlie Brown Christmas - Apple TV
• Nightmare Before Christmas - Disney+
• How the Grinch Stole Christmas - Peacock
• Guardians of the Galaxy Holiday Special - Disney+
• National Lampoon's Christmas Vacation - HBO Max




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Learning React can be tough - but building projects and solving coding challenges can help.
And this hands-on course helps you do just that.
In it, Bob walks you through 170+ coding challenges and 6 projects to teach you React fundamentals.
freecodecamp.org/news/learn-rea…

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programmers are making $10k-200k monthly on polymarket
here's how they actually do it
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1. arbitrage bots
buy YES + NO when combined price < $1
example: YES at 48¢ + NO at 49¢ = 97¢ total
you lock $0.03 profit per $1 no matter who wins
trader "distinct-baguette" made $242k in 1.5 months doing this
targets 15-min crypto markets where prices move fast
python script polls API every 1-3 seconds, executes when sum < 99¢
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2. statistical arbitrage
find correlated markets that drift apart
"trump wins" vs "GOP senate control" should move together
when spread hits 4-7%, short expensive one, long cheap one
close when they converge
trader "sharky6999" made $480k scanning 100+ markets per minute
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3. AI probability models
train ML models to estimate real odds from news/social data
if your model says 60% YES but market at 50¢, buy
trader "ilovecircle" made $2.2M in 2 months with 74% accuracy
uses ensemble of 10 AI models, retrains weekly
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4. spread farming
buy at bid (5¢), sell at ask (6¢), repeat
or hedge across platforms (short polymarket, long binance)
trader "cry.eth2" made $194k with 1M trades
high-frequency loop via CLOB API
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5. copy-trading automation
mirror successful whale traders automatically
scan profiles, execute proportional trades
one bot made $80k in 2 weeks copying near-resolved markets
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tech stack:
python + requests library for API calls
web3-py for blockchain interactions deploy on VPS for 24/7 operation
polymarket has REST APIs for everything:
gamma markets API (prices/volumes)
CLOB API (place orders)
data API (track positions)
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starting point:
> build simple arbitrage bot first
> fund with $100-1k for testing target high-volume markets (politics/crypto)
> expect 50-70% win rate but focus on positive EV


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