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Sep 10, 2026

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4 min read

I Tested a Japanese Trend-Following System From the 1930s — On Gold

Sep 8, 2026

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6 min read

$1 in SPY During Market Hours Since 2000 Is Worth $1.35 Today. Overnight, It's Worth $6.22.

Sep 6, 2026

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6 min read

The Simplest Trend-Following System Ever Built Still Turned $1 Into $150+ on Bitcoin — Here's the Full Backtest

Sep 4, 2026

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7 min read

The Market Has Two Moods. I Taught a Model to Tell Them Apart.

Sep 2, 2026

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4 min read

Expected Upside Potential Meets HAR Volatility: A Quant Framework for Take-Profit Timing

Aug 30, 2026

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9 min read

How I Used Claude To Automate My Daily Options Income Strategy

Aug 25, 2026

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6 min read

Time Series Momentum Analysis: A Closer Look With Python

Aug 22, 2026

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19 min read

10 Hybrid Forecasting Architectures Blending Deep Learning with Time Series Models

Aug 20, 2026

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21 min read

Advanced Python Visualizations Every Quant Should Know — Part 3: Multi-Asset Risk, Return & Volatility Analysis with Essential Statistical KPIs

Aug 18, 2026

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18 min read

Advanced Python Visualizations Every Quant Should Know — Part 2: Distribution & Statistical Charts

Read All

The Calm Before the Storm: Trading Silver's Volatility Squeezes

Sep 13, 2026

•

5 min read

The Calm Before the Storm: Trading Silver's Volatility Squeezes

A volatility-contraction system that trades both directions on silver — and an honest look at the parameter tuning that took it from losing money to a real edge

Ayrat Murtazin

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I unveil for FREE the simple strategy that allows me and a lot of traders to make at least 10% profits on single quick trades with examples — $BNTC $IHT $WISH

Algorithmic Trading Strategies

5 Strategies in Quant Trading Algorithms

Sep 7, 2025

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8 min read

5 Strategies in Quant Trading Algorithms

Trading

Sep 4, 2025

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18 min read

After 3 years of trading, I am proud to say I have achieved (measured and proven) consistent profitability!

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Sep 13, 2026

•

5 min read

The Calm Before the Storm: Trading Silver's Volatility Squeezes

A volatility-contraction system that trades both directions on silver — and an honest look at the parameter tuning that took it from losing money to a real edge

Ayrat Murtazin

I Tested a Japanese Trend-Following System From the 1930s — On Gold

Sep 10, 2026

•

4 min read

I Tested a Japanese Trend-Following System From the 1930s — On Gold

Five lines, a shaded cloud, and 21 years of data: building the full Ichimoku system from scratch, and why gold — not SPY — was the fair test for it

Ayrat Murtazin

$1 in SPY During Market Hours Since 2000 Is Worth $1.35 Today. Overnight, It's Worth $6.22.

Sep 8, 2026

•

6 min read

$1 in SPY During Market Hours Since 2000 Is Worth $1.35 Today. Overnight, It's Worth $6.22.

One of the most well-documented anomalies in market microstructure, rebuilt from scratch, turned into an actual filtered strategy, and backtested honestly across 26 years

Ayrat Murtazin

The Simplest Trend-Following System Ever Built Still Turned $1 Into $150+ on Bitcoin — Here's the Full Backtest

Sep 6, 2026

•

6 min read

The Simplest Trend-Following System Ever Built Still Turned $1 Into $150+ on Bitcoin — Here's the Full Backtest

The 1980s Strategy That Still Turned $1 Into $150+ on Bitcoin

Ayrat Murtazin

The Market Has Two Moods. I Taught a Model to Tell Them Apart.

Sep 4, 2026

•

7 min read

The Market Has Two Moods. I Taught a Model to Tell Them Apart.

Detecting bull and bear regimes with a Hidden Markov Model — 19 years of SPY, walked forward with zero lookahead, and what happens when you only show up for one of the two moods

Ayrat Murtazin

Expected Upside Potential Meets HAR Volatility: A Quant Framework for Take-Profit Timing

Sep 2, 2026

•

4 min read

Expected Upside Potential Meets HAR Volatility: A Quant Framework for Take-Profit Timing

Optimizing Sell Decisions for the Magnificent Seven Portfolio with Python

Ayrat Murtazin

Most Recent

I Tested a Japanese Trend-Following System From the 1930s — On Gold

$1 in SPY During Market Hours Since 2000 Is Worth $1.35 Today. Overnight, It's Worth $6.22.

The Simplest Trend-Following System Ever Built Still Turned $1 Into $150+ on Bitcoin — Here's the Full Backtest

The Market Has Two Moods. I Taught a Model to Tell Them Apart.

Expected Upside Potential Meets HAR Volatility: A Quant Framework for Take-Profit Timing

How I Used Claude To Automate My Daily Options Income Strategy

Time Series Momentum Analysis: A Closer Look With Python

10 Hybrid Forecasting Architectures Blending Deep Learning with Time Series Models

Advanced Python Visualizations Every Quant Should Know — Part 3: Multi-Asset Risk, Return & Volatility Analysis with Essential Statistical KPIs

Advanced Python Visualizations Every Quant Should Know — Part 2: Distribution & Statistical Charts

The Calm Before the Storm: Trading Silver's Volatility Squeezes

Subscribe to Our Newsletter

Trending

I unveil for FREE the simple strategy that allows me and a lot of traders to make at least 10% profits on single quick trades with examples — $BNTC $IHT $WISH

5 Strategies in Quant Trading Algorithms

After 3 years of trading, I am proud to say I have achieved (measured and proven) consistent profitability!

Latest Posts

The Calm Before the Storm: Trading Silver's Volatility Squeezes

I Tested a Japanese Trend-Following System From the 1930s — On Gold

$1 in SPY During Market Hours Since 2000 Is Worth $1.35 Today. Overnight, It's Worth $6.22.

The Simplest Trend-Following System Ever Built Still Turned $1 Into $150+ on Bitcoin — Here's the Full Backtest

The Market Has Two Moods. I Taught a Model to Tell Them Apart.

Expected Upside Potential Meets HAR Volatility: A Quant Framework for Take-Profit Timing