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Sep 26, 2026

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5 min read

The Turn-of-the-Month Effect Is Real. I Tested It on 26 Years of SPY to Prove It.

Sep 22, 2026

•

6 min read

A Robust Pairs Trading Strategy With KO and PEP in Python

Sep 18, 2026

•

4 min read

I Backtested the Classic RSI(2) Mean-Reversion Strategy on 26 Years of SPY. 181 Trades, 82% Win Rate — Here's the Honest Result.

Sep 16, 2026

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4 min read

I Built a 3-Factor Stock-Ranking Model on 29 Mega-Caps. The Best Single Factor Beat My "Smarter" Combined Model.

Sep 13, 2026

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5 min read

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

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

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New Section: The Research Desk — Can Deep Learning Actually Predict Prices From the Order Book?

Sep 28, 2026

•

4 min read

New Section: The Research Desk — Can Deep Learning Actually Predict Prices From the Order Book?

A real paper on deep learning and order-book predictability, why retail traders structurally can't replicate it, and the honest retail-feasible test I ran instead

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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

Sep 3, 2025

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4 min read

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
LockSimple

Sep 7, 2025

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8 min read

5 Strategies in Quant Trading Algorithms

Trading

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

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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New Section: The Research Desk — Can Deep Learning Actually Predict Prices From the Order Book?

Sep 28, 2026

•

4 min read

New Section: The Research Desk — Can Deep Learning Actually Predict Prices From the Order Book?

A real paper on deep learning and order-book predictability, why retail traders structurally can't replicate it, and the honest retail-feasible test I ran instead

The Turn-of-the-Month Effect Is Real. I Tested It on 26 Years of SPY to Prove It.

Sep 26, 2026

•

5 min read

The Turn-of-the-Month Effect Is Real. I Tested It on 26 Years of SPY to Prove It.

322 turn-of-month events, 26 years of SPY, and a walk-forward split that shows the edge held while the opportunity cost of the rest of the calendar went up

A Robust Pairs Trading Strategy With KO and PEP in Python

Sep 22, 2026

•

6 min read

A Robust Pairs Trading Strategy With KO and PEP in Python

How I built a market‐neutral strategy on Coca‐Cola and Pepsi, with rolling beta, z‐scores, and a realistic backtest.

Ayrat Murtazin
Ayrat Murtazin
I Backtested the Classic RSI(2) Mean-Reversion Strategy on 26 Years of SPY. 181 Trades, 82% Win Rate — Here's the Honest Result.

Sep 18, 2026

•

4 min read

I Backtested the Classic RSI(2) Mean-Reversion Strategy on 26 Years of SPY. 181 Trades, 82% Win Rate — Here's the Honest Result.

181 trades, an honest walk-forward split, and the real tradeoff nobody shows you: it loses on raw return but cuts drawdown by 75%

I Built a 3-Factor Stock-Ranking Model on 29 Mega-Caps. The Best Single Factor Beat My "Smarter" Combined Model.

Sep 16, 2026

•

4 min read

I Built a 3-Factor Stock-Ranking Model on 29 Mega-Caps. The Best Single Factor Beat My "Smarter" Combined Model.

A full quant research report: factor construction, correlation analysis, portfolio combination — and an honest look at why diversifying factors didn't do what the textbook promised

Ayrat Murtazin
Ayrat Murtazin
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
Ayrat Murtazin

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