---
title: "Ayrat Murtazin (@ayratmurtazin) | Hashnode"
description: "I publish free Python trading notebooks every week. Grab my free starter pack of 3 ready-to-run strategies here → https://shorturl.at/WVdNF"
url: "https://hashnode.com/@ayratmurtazin"
---

@ayratmurtazin

# Ayrat Murtazin

@ayratmurtazin · London, UK · Joined April 2026

I publish free Python trading notebooks every week. Grab my free starter pack of 3 ready-to-run strategies here → https://shorturl.at/WVdNF

### [Backtesting Trading Indicators with Lumibot: A Mean Reversion Strategy](https://algoedge-insights.hashnode.dev/backtesting-trading-indicators-with-lumibot-a-mean-reversion-strategy?utm_source=hashnode&utm_medium=feed)

👇 Buy Now & Save 👇 AlgoEdge Insights: 30+ Python-Powered Trading Strategies – The Complete 2026 Playbook 30+ battle-test

11 min read · [algoedge-insights.hashnode.dev](https://algoedge-insights.hashnode.dev/backtesting-trading-indicators-with-lumibot-a-mean-reversion-strategy?utm_source=hashnode&utm_medium=feed)

[Apr 28](https://hashnode.com/posts/backtesting-trading-indicators-with-lumibot-a-mean-reversion-strategy/69f12f22987614dc9cd0e4da)

### [Building a Statistical Arbitrage Strategy from Scratch in Python](https://algoedge-insights.hashnode.dev/building-a-statistical-arbitrage-strategy-from-scratch-in-python?utm_source=hashnode&utm_medium=feed)

In this article you will build a complete, bias-free trading system around a cubic polynomial trend filter. You will download real price data with yfinance, fit expanding-window polynomial regressions

12 min read · [algoedge-insights.hashnode.dev](https://algoedge-insights.hashnode.dev/building-a-statistical-arbitrage-strategy-from-scratch-in-python?utm_source=hashnode&utm_medium=feed)

[Apr 28](https://hashnode.com/posts/building-a-statistical-arbitrage-strategy-from-scratch-in-python/69f12e7c987614dc9cd0e4d4)

### [Top 36 Moving Average Methods For Stock Prices in Python \[2/4\]](https://algoedge-insights.hashnode.dev/top-36-moving-average-methods-for-stock-prices-in-python-24?utm_source=hashnode&utm_medium=feed)

rs Moving Average, Smoothed Moving Average (SMMA) Part 3 — Advanced Weighting: Guppy Multiple Moving Average (GMMA), Lea

11 min read · [algoedge-insights.hashnode.dev](https://algoedge-insights.hashnode.dev/top-36-moving-average-methods-for-stock-prices-in-python-24?utm_source=hashnode&utm_medium=feed)

[Apr 27](https://hashnode.com/posts/top-36-moving-average-methods-for-stock-prices-in-python-24/69efdd7aab15064e5292a623)

### [Plotting Smarter Stock Entries & Exits with K-Reversal in Python](https://algoedge-insights.hashnode.dev/plotting-smarter-stock-entries-exits-with-k-reversal-in-python?utm_source=hashnode&utm_medium=feed)

The 2026 Playbook — 30+ backtested strategies, full code included, ready to deploy. 20% off until Friday. Use SPRING2026

12 min read · [algoedge-insights.hashnode.dev](https://algoedge-insights.hashnode.dev/plotting-smarter-stock-entries-exits-with-k-reversal-in-python?utm_source=hashnode&utm_medium=feed)

[Apr 19](https://hashnode.com/posts/plotting-smarter-stock-entries-exits-with-k-reversal-in-python/69e551c2af7909b69b78b127)

### [Charting Market Rhythms: The Rolling Hurst Exponent in Python](https://algoedge-insights.hashnode.dev/charting-market-rhythms-the-rolling-hurst-exponent-in-python?utm_source=hashnode&utm_medium=feed)

In this article, we implement a rolling Hurst exponent in Python using real market data pulled from Yahoo Finance. Rather than computing a single static estimate over the full price history, we calcul

11 min read · [algoedge-insights.hashnode.dev](https://algoedge-insights.hashnode.dev/charting-market-rhythms-the-rolling-hurst-exponent-in-python?utm_source=hashnode&utm_medium=feed)

[Apr 19](https://hashnode.com/posts/charting-market-rhythms-the-rolling-hurst-exponent-in-python/69e550d9036baf6528f6ef93)