Research Library

Quantitative Blog

Dispatches from the intersection of mathematics, engineering, and finance.

All Education Research Infrastructure Trading
Low Latency Trading Development"

The Cost of Latency: When Milliseconds Matter in Execution"

Does speed matter in algo trading? Learn how latency slippage eats into your profits and the technical steps to minimize execution time."

5 min read Feb 18, 2026
Automated Trading Strategies"

Mean Reversion vs. Trend Following: A Developer's Perspective on Automated Trading Strategies"

Deep dive into the architectural differences between Mean Reversion and Trend Following automated trading strategies. Learn how to code robust logic for both."

5 min read Feb 18, 2026
Backtesting Pitfalls"

The Danger of Overfitting: Why Most Backtests Fail in Live Markets"

Learn why your perfect backtest is failing in live trading. We explain overfitting, curve fitting, and how professional quants avoid these common pitfalls."

5 min read Feb 18, 2026
Walk Forward Optimization"

Walk-Forward Analysis: Validating Strategies Properly Before Risking Capital"

Stop relying on static backtests. Learn how Walk-Forward Analysis (WFA) simulates real trading conditions and why professional quants demand it."

5 min read Feb 18, 2026
Statistical Arbitrage Algorithms"

Coding Statistical Arbitrage: A Primer for Algo Traders"

Statistical Arbitrage is the backbone of quantitative trading. Learn how to code pairs trading algorithms using Cointegration, not just Correlation."

5 min read Feb 18, 2026
Machine Learning Trading Bots"

Implementing Machine Learning in Trading: Hype vs. Reality"

Is AI Trading real? We separate the marketing fluff from mathematical reality. Learn where Machine Learning (ML) actually works in algorithmic trading."

5 min read Feb 18, 2026
Nlp Trading Algorithms"

Using Sentiment Analysis Data in Automated Trading Systems"

Learn how to integrate News and Social Media Sentiment into your Python trading bot. Coding LP/BERT models for algorithmic trading."

5 min read Feb 18, 2026
Adjusted Data For Backtesting"

Handling Corporate Actions in Historical Data for Backtesting"

Why dividends, splits, and bonus issues destroy backtest accuracy. Learn how proper data adjustment is coded into professional trading systems."

5 min read Feb 18, 2026
Automated Options Trading"

Designing Multi-Leg Options Strategies for Automation"

Automating Delta Hedging, Iron Condors, and Strangles. Understand the complexity of Greeks, implied volatility, and leg execution risk."

5 min read Feb 18, 2026