꧁JD_BHARAT🇮🇳꧂🙏

All tweets are personal opinion only under freedom of speech. RT or Like are not endorsements.

[Quant Science @quantscience_]

Some guy made a quant trading system that uses AI, real-time data processing, and risk management.

Then open sourced it for free in Python.

Here it is:

[Quant Science @quantscience_]

🚨 LIVE Python Algo Trading Workshop: Learn how we built our hedge fund

• QSConnect: Build your quant research database
• QSResearch: Research and run machine learning strategies
• Omega: Automate trade execution with Python

👉 Get the system: https://t.co/a8hBLutD7I

[Quant Science @quantscience_]

The secret hedge funds use to detect market regimes...

A 37 page PDF reveals everything:

[PyQuant News 🐍 @pyquantnews]

Quantpedia is a *goldmine* for algorithmic trading strategies.

Here are 5 profitable strategies (that actually work):

[PyQuant News 🐍 @pyquantnews]

Algorithmic trading cheat sheet (for download).

[kvro @0xkvro]

this quant paper is f*cking insane

it shows why the best quant firms are not trying to predict every move

they strip away beta, sector effects, factor exposure, and liquidity noise until only the tradable residual is left

the rules are simple:

find the leftover
try to break the signal
size small enough to survive
repeat only what survives

the scary part is that a smooth backtest can still be completely fake

one green month is not proof
30 correlated stocks are not diversification
and a 51% edge can still be enough if it survives costs and thousands of repetitions

the edge is not one brilliant trade

the edge is the process that keeps bad ideas away from capital

bookmark this before you trust your next backtest

[Quant Science @quantscience_]

🚨BREAKING: New Python Library for Algorithmic Trading with AI

It's called Ziplime (*not* Zipline).

This is what you need to know:

[Sunil Gurjar, CFTe @sunilgurjar01]

99% of options traders are gambling because they never learned the fundamentals.

This 1-hour Yale lecture changes everything.

In just 60 minutes, you’ll learn more about options trading than most overpriced trading courses ever teach.

No hype. No fake gurus. Just real knowledge.

Save this and watch it without distractions. 📌

[Moon Dev @MoonDevOnYT]

this ai coded a high-frequency trading bot that just casually hit an 83% win rate in testing

i ran a massive backtest for 7 novel strategies in minutes and one completely broke the system with insane roi

steal this exact workflow to stop trading manually and automate your setup before you miss the bull run

[Quant Science @quantscience_]

The secret of Hedge Funds is revealed in a 12-page PDF.

Columbia University released the complete Black-Scholes Model framework that quants at firms like Jane Street & Two Sigma are known to use.

They released it for free.

Bookmark and read this (before someone takes it down):

[Jaydeep @_jaydeepkarale]

How is everyone keeping up with AI anymore ?

[Noisy @noisyb0y1]

She built 100+ agents for Anthropic and made $1.3M - and in 60 minutes leaked everything she knows at Stanford:

02:07 - her first agent for Anthropic brought her $1.3M
08:34 - agents replace a team of 50 engineers worth $200k a month
19:47 - one agent did overnight what the company planned for 5 years

after watching I launched my first agent - $7k in the first week and zero employees needed.

Save & watch - the article below is step by step how to build your first agent like hers.

[Mohini Goyal @Mohiniuni]

🚨 Claude Code is becoming the operating system for AI builders.

This ecosystem now includes:

→ MCP servers (connect Claude to apps, databases, browsers, APIs)
→ Skills (reusable workflows and automations)
→ Agent frameworks (multi-agent systems that collaborate)
→ Automation tools (run tasks without constant supervision)
→ Deployment tools (ship apps directly from Claude)

I've collected the best resources, tools, and free certification courses below.

Learn this stack now, and you'll be ahead of most AI users still stuck at prompting.

🔖 Bookmark this. You'll need it later.

1. Anthropic AI Fundamentals with Claude:
https://t.co/plHMv9uVJl

2. Claude AI Tools for Beginners Specialization:
https://t.co/SXUddy7voo

3. Claude Design Fundamentals:
https://t.co/VDgIG4YUqP

4. Claude Cowork for Automating Processes:
https://t.co/PyxuUfgE36

5. Claude for Professional Productivity and Task Automation:
https://t.co/xaRtvmxr09

6. Claude Cowork for Automating Processes:
https://t.co/cbSWQzoUgz

7. Claude Skills: Automating Business Workflows:
https://t.co/ZMrcHenYzE

8. Claude Code: Software Engineering with Generative AI Agents:
https://t.co/sgLxcCVuYV

9. Mastering Claude Code: From Setup to Real Projects:
https://t.co/x1PxJJnATS

10. Mastering Claude AI: Prompting, APIs, RAG, and MCP Specialization:
https://t.co/01Ezn6OaSD

11. Generative AI Software Engineering Specialization:
https://t.co/R1VwESSLO3

12. Mastering Claude AI: Prompting, APIs, RAG, and MCP Specialization:
https://t.co/01Ezn6OaSD

13. Intro to Claude AI https://t.co/rrIuuULtvv

Follow me for more such career updates link!!

[Quant Science @quantscience_]

Grab it here: https://t.co/06lAbGws5h

[Quant Science @quantscience_]

This paper unlocks every algorithm used by hedge funds.

151 trading strategies.

Get it here (361 page PDF):

[arc. @arceyul]

🚨Ahora puedes convertir a Claude Code, Codex y Cursor en un senior developer real.
100% gratis.

Superpowers ya supera las 94.000 estrellas en GitHub.

La herramienta:

→ obliga al agente a hacer brainstorming antes de escribir una sola línea

→ aplica TDD red/green sin excepciones (borra el código si no hay test previo)

→ orquesta subagentes en paralelo con git worktrees aislados

La diferencia es absurda:

Claude Code estándar → va directo al código, debuggea a ciegas y abandona los tests

Claude Code + Superpowers → flujo de 7 fases: Brainstorm → Spec → Plan → TDD → Subagentes → Review → Ship

Cero código antes de tener tests pasando.

Y además: → funciona en Claude Code, Codex, Cursor, Gemini CLI, OpenCode y Copilot CLI → el agente trabaja en autonomía durante horas sin desviarse del plan

100% open source bajo licencia MIT
A partir de cierto tamaño de proyecto, los agentes empiezan a alucinar, romper tests y meter código muerto.

Superpowers fuerza el proceso de un ingeniero senior y mantiene el contexto bajo control.

Esto cambia por completo cómo se programa con agentes.

Ya no escribes prompts a ciegas. Tu agente trabaja como un senior.

[Quant Science @quantscience_]

Top 10 Algorithmic Trading Strategies (and how they work) 🧵

[Recogard @recogard]

11 free GitHub repos for Polymarket trading…

Here is everything you need to automate and make your trading much easier:

1. The largest Polymarket dataset with over 36GB of real trading data from more than 72 million trades.

It was created and analyzed by a Coinbase developer.

GitHub: https://t.co/qkoF6TyjJQ

2. A backtesting simulator that lets you test your own ideas and strategies on real historical markets to see your potential pnl, win rate and all possible risks.

GitHub: https://t.co/fmzzTgXAUl

3. This bot automatically manages all your limit orders on Polymarket to maximize liquidity rewards.

GitHub: https://t.co/nvb96dTIwx

4. This tool analyzes the real trading behavior of any Polymarket trader.

It identifies repeated patterns, shows which strategies he uses and helps you understand how to adapt them to your own trading.

GitHub: https://t.co/SzdjHtASLt

5. A trading bot-toolkit that includes copy trading, arbitrage, market making, whale tracking, spread farming and more.

GitHub: https://t.co/p3obYeQTzO

6. This is a trading bot with a Smart Money strategy - it finds top traders in selected markets, filters them by pnl, win rate, consistency and then creates a list for automated copy trading.

GitHub: https://t.co/qbk9l2uxLd

7. An AI powered trading terminal that connects Claude to Polymarket. It can analyze markets in real time, track prices, suggest possible trades and even trade for you.

GitHub: https://t.co/5kFPrvOY3E

8. A weather bot that can analyze multiple sources, like forecasts, airport data and aviation observations (METAR and SPECI) to generate the accurate weather report for a specific city and day.

GitHub: https://t.co/No3sBcqMg1

9. A tool for building your own AI agents and assigning them any tasks (with a step by step usage guide).

GitHub: https://t.co/eItPbDlVhs

10. This tool analyzes what happened over the last 30 days, finds useful connections, patterns and recent context around the provided topic.
Very useful before trading.

GitHub: https://t.co/yETdyU8jT7

11. A huge public collection of 100+ free useful tools and services for trading on prediction markets (from trading bots and analytics dashboards to AI agents and educational resources).

GitHub: https://t.co/jqvVR9106v

All of these repos come with detailed step by step setup guides in English.

[Jobescape @jobescape_ai]

Full Claude Course

Master Claude to automate repetitive tasks, build apps without coding, create real portfolio projects, and become more valuable at work.

[Raahi Bhushan @raahi_bhushan]

Ran some tests on last 2 months data to understand how hedging behaves. Complete report here 👇

https://t.co/0fc410LTsQ

Few insights I could get .....
1/4