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+3

Volume Spread Analysis (VSA) Strategy: Quantifying Market Action for Trading Signals with Rolling Backtesting

Oct 25, 2025

•

28 min read

Volume Spread Analysis (VSA) Strategy: Quantifying Market Action for Trading Signals with Rolling Backtesting

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Ditch Excel: Build a Live-Updating Trading Dashboard in Notion with Python

Oct 25, 2025

•

21 min read

Ditch Excel: Build a Live-Updating Trading Dashboard in Notion with Python

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Dynamic Risk Management with a Volatility-Adjusted Grid Strategy

Oct 24, 2025

•

16 min read

Dynamic Risk Management with a Volatility-Adjusted Grid Strategy

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Fractal Adaptive Moving Average (FRAMA) Strategy? Backtesting using Python and Backtrader

Oct 24, 2025

•

12 min read

Fractal Adaptive Moving Average (FRAMA) Strategy? Backtesting using Python and Backtrader

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Unsupervised ML in Algorithmic Trading

Oct 24, 2025

•

11 min read

Unsupervised ML in Algorithmic Trading

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Generating Trend Lines Algorithmically

Oct 23, 2025

•

17 min read

Generating Trend Lines Algorithmically

Manual Trend Lines are Subjective and Slow. Use Multi-Anchored Regressions to Find Direction, Strength, and Confluence.

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

How to Perform Bitcoin Price Feature Engineering Using Python

Oct 23, 2025

•

13 min read

How to Perform Bitcoin Price Feature Engineering Using Python

Understanding Bitcoin Price Behavior Through Statistical and Visual Analysis

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Stock Price Forecasting: Gated Recurrent Unit (GRU)

Oct 23, 2025

•

20 min read

Stock Price Forecasting: Gated Recurrent Unit (GRU)

Using Gated Recurrent Units to Predict Future Stock Trends with Python

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

Build a Lightning-Fast Research Database: Polars with DuckDB

Oct 22, 2025

•

15 min read

Build a Lightning-Fast Research Database: Polars with DuckDB

Algorithmic Trading with Hedge Fund Level Analytics with Polars and DuckDB

Ayrat Murtazin
Ayrat Murtazin
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