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Algorithmic Trading Strategies

Volatility-Adaptive Fair Value Gaps: Dynamic Trailing Stops & Regime Detection in Python

Dec 22, 2025

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17 min read

Volatility-Adaptive Fair Value Gaps: Dynamic Trailing Stops & Regime Detection in Python

A practical guide to building smarter, volatility-scaled support/resistance levels using Fair Value Gaps (FVG) — with full code for real-time regime flips and adaptive stops.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Statistical Probability Zones for Smarter Trading

Dec 21, 2025

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18 min read

Statistical Probability Zones for Smarter Trading

A Python-powered approach combining pivot detection, volatility regimes, and kernel density estimation to map dynamic reversal arcs and anticipate high-probability turning points in any market.

Ayrat Murtazin
Ayrat Murtazin
VolATRGrid: Adaptive Volatility-Regime ATR Stops for Crypto Trading

Dec 20, 2025

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17 min read

VolATRGrid: Adaptive Volatility-Regime ATR Stops for Crypto Trading

Dynamic Risk Management in Backtrader – Classifying Market Volatility to Optimize Stop-Loss Placement on Bitcoin

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

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

Dec 20, 2025

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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

Fractal Adaptive Moving Average (FRAMA) Strategy
LockSimple

Dec 20, 2025

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7 min read

Fractal Adaptive Moving Average (FRAMA) Strategy

Backtesting using Python and Backtrader

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

How to Perform Bitcoin Price Feature Engineering Using Python

Dec 19, 2025

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14 min read

How to Perform Bitcoin Price Feature Engineering Using Python

Understanding Bitcoin Price Behavior Through Statistical and Visual Analysis

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Understanding Volatility Drag: A Stochastic Approach to Leveraged Investing
LockSimple

Dec 19, 2025

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10 min read

Understanding Volatility Drag: A Stochastic Approach to Leveraged Investing

Exploring the relationship between leverage, volatility, and returns.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Predicting Stock Trends with Logistic Regression: A Practical Guide Using META Data

Dec 17, 2025

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19 min read

Predicting Stock Trends with Logistic Regression: A Practical Guide Using META Data

From Feature Engineering to Model Evaluation – Building a Simple Binary Classifier for Up/Down Price Movements

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Analyzing META Stock News Sentiment with FinBERT: A Python Tutorial and Current Results (December 2025)

Dec 17, 2025

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10 min read

Analyzing META Stock News Sentiment with FinBERT: A Python Tutorial and Current Results (December 2025)

Build a FinBERT sentiment pipeline for META stock news from Yahoo Finance and visualize the latest positive, negative, and neutral breakdown.

Ayrat Murtazin
Ayrat Murtazin
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