As I wrote in "Investment Failure Stories I Can't Tell My Wife," my history with automated trading is nothing to be proud of. ・In FX grid trading, I couldn't handle the rapid yen depreciation ...

When it comes to AI and machine learning, many people wonder, "Won't AI eventually win at everything in the market?" In fact, there are quite a few attempts to connect MT5 with Python to predict the ...

Algo trading in India is no longer a back-office secret. It has moved from institutional desks to retail screens, and the conversation around it is only getting louder. More traders are building ...

How Claude Code helps developers create trading strategies, automate market analysis, test systems, improve risk management, and build advanced AI-powered trading solutions faster in 2026. Claude Code ...

Losing money on a strategy you didn’t test properly can feel frustrating — and unnecessary. That’s why learning how to backtest strategies on Interactive Brokers (IBKR) is one of the smartest steps ...

You’re tired of watching charts. You’ve followed Telegram signal groups that were wrong half the time, tried manual trading during lunch breaks, and still ended up missing the moves that mattered. You ...

Backtests often look far better on paper than they do in live markets. The usual reason is not that the idea was completely wrong. It is that the strategy was tuned too closely to the past, then ...

A from-scratch quantitative backtesting system implementing Simple Moving Average (SMA) and Exponential Moving Average (EMA) crossover strategies across seven stocks spanning five market sectors. All ...

Universe: SPY, QQQ, IWM, EFA, TLT, IEF, GLD, SLV, USO, BTC-USD, DBA, VNQ. Monthly rebalance. Almgren-Chriss cost model with spread, temporary impact, permanent impact ...

For traders just starting out, automated trading may seem complex, where an algorithm executes trades based on predefined rules rather than manual clicks. In practice, automation is widely used across ...

Quantitative trading relies on a data-driven approach using mathematical models to analyze market behavior. Instead of relying on instinct or opinion, it uses measurable signals based on statistics ...