Quant Hiring Manager at SIG on essential skills a Quant needs:

Just grabbed Technical Analysis of the Financial Markets by John J. Murphy 📘—finally diving into the bible of charting and market behavior. Hoping to absorb every ounce of wisdom soon. Let’s see what the candles reveal 🔍📈

After a long period, I finally solved the problems related to data structures and algorithms (DSA).

👀👀

Have you tried automated alpha discovery? Share your experience or ask questions below! Let’s discuss how to leverage AutoAlpha for better trading strategies. 📈 Also, DM for the paper link if you can’t find it! #QuantCommunity #Investing

Read the paper (check arXiv or Tsinghua repositories). Implement in Python using DEAP for evolutionary algorithms & Backtrader for backtesting. Test on your data (price, fundamentals, or X posts). Validate with the Sharpe ratio or IC. #TradingStrategies

Efficiency: Handles large datasets w/ low computational cost. Robustness: Cross-validation ensures factors work across market conditions. Flexibility: Adapt it to stocks, crypto, or alt data (e.g., X sentiment). Great for DIY quants! #FinTech #DataScience

AutoAlpha combines low-level indicators (e.g., moving averages, RSI) into complex expressions via a hierarchical evolutionary process. It optimizes for predictive power & robustness, minimizing overfitting. Think of it as natural selection for trading signals! #Quantitative

The AutoAlpha paper (Zhang et al., Tsinghua Univ.) introduces a game-changer for quant traders. It uses evolutionary algorithms to auto-generate alpha factors—predictive signals for excess returns. No more manual feature engineering! Saves time & explores vast factor spaces.

Discover AutoAlpha: a hierarchical evolutionary algorithm for mining alpha factors in quant investing! 🚀 Automate signal discovery, boost returns, & avoid overfitting. Read the paper by Zhang et al. 📄 #QuantFinance #Trading #MachineLearning

Feeling grateful to share this milestone: I've been recognized as a Master in WorldQuant BRAIN for this quarter! 🚀 Out of 8,000+ global research consultants, only 239 achieved this ranking—and I'm honored to be one of them. #WorldQuant #QuantResearch #BRAINMaster #Gratitude

Ok 🆗

Going from C++ to Python feels like trading a samurai sword for a butter knife. Still sharp. Just... quieter.

Let's start it 🎯

Finding a good company at low price is a art. (Invested account is still low but return still matters 😊) #investing #stocks #algotrading

Great note by @karpathy

Completed first chapter:- 🎯 The Machine Learning Landscape ✅

Completed two problems 3 Sum 4 Sum

AI/ML is currently the highest-paid set of skills in the world.

Great insight 👍