ब्लॉग

Detailed breakdown of CCXT WebSocket methods for orderbooks: watchOrderBook, watchBidsAsks, watchOrderBookForSymbols. Real tests on 75+ exchanges.

A practical guide to Bill Williams fractals: how they work, why they're effective, how to combine them with the Alligator, and how to avoid common pitfalls.

How the concept of attractors and cointegration helps build market-neutral strategies and understand market dynamics.

Biography, philosophy, and inventions of Bill Williams — from engineering psychology to indicators that changed the market.

A systematic approach to capital management through sequential application of diversification, portfolio rebalancing, trend following, and algorithmic enhancement.

An overview of the Portfolio Balancer investment management system, which organizes assets into a hierarchical structure similar to a file system to simplify complex investment processes.

An advanced exploration of how to integrate mean reversion and momentum strategies in statistical arbitrage using PCA-based signal decomposition, regime-switching models, and dynamic portfolio optimization.