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Algorithmic Trading Strategies

Visualizing Market Structure: Adaptive ATR Bands, Real-Time Momentum, and Price Clustering

Feb 20, 2026

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14 min read

Visualizing Market Structure: Adaptive ATR Bands, Real-Time Momentum, and Price Clustering

A Python-based approach to detect trend regimes, spot early transitions, and reveal where price truly consolidates within swings

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Building a 12-Month Time-Series Momentum Strategy to Reduce Drawdowns
LockSimple

Feb 18, 2026

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14 min read

Building a 12-Month Time-Series Momentum Strategy to Reduce Drawdowns

Long-term trend following with volatility targeting using Python

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

A Polynomial Regression–Based Trend-Following Strategy vs Market: Backtesting and Out-of-Sample Results

Feb 16, 2026

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33 min read

A Polynomial Regression–Based Trend-Following Strategy vs Market: Backtesting and Out-of-Sample Results

Discovering Profitable Algorithmic Trading Strategies in Python with Polynomial Regression — A PLTR Use Case

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Mining Patterns in Stocks with PCA and DTW
LockSimple

Feb 15, 2026

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22 min read

Mining Patterns in Stocks with PCA and DTW

Identifying Today’s Stock Pattern in Historical Data Considering Current Market Conditions and Visualizing Future Movements in Python.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

I Beat the Ichimoku Cloud Trading Strategy by 30%+ Doing Absolutely Nothing

Feb 12, 2026

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14 min read

I Beat the Ichimoku Cloud Trading Strategy by 30%+ Doing Absolutely Nothing

A Complete Python Tutorial Using Pomegranate, Baum-Welch, and Viterbi to Detect Bull, Bear, and High-Volatility States

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Acquiring and Analyzing Earnings Announcements Data in Python
LockSimple

Feb 11, 2026

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28 min read

Acquiring and Analyzing Earnings Announcements Data in Python

A Comprehensive Guide to Automatically and Freely Acquiring, Processing and Analyzing Historical Earnings Data with Python

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Automating Scientific Knowledge Retrieval with AI in Python
LockSimple

Feb 9, 2026

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23 min read

Automating Scientific Knowledge Retrieval with AI in Python

End-to-End Guide for Developing a Research Chatbot with OpenAI functions Capable of Semantic Search Across Arxiv

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Tracking Congress Stock Trades in Python

Feb 4, 2026

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26 min read

Tracking Congress Stock Trades in Python

Who, What, and When: Transactional-Level Analysis of Senators’ Trades with Accuracy Measuremenets and Trends Through the FMP API and the SEC website

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

The Right Way to Calculate The Fair Value of Stocks Using DCF

Feb 3, 2026

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40 min read

The Right Way to Calculate The Fair Value of Stocks Using DCF

Simple step-by-step guide on how to estimate the Instrinsic Value of Public Companies Programmatically using the FMP API

Ayrat Murtazin
Ayrat Murtazin
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