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Algorithmic Trading Strategies

I Put the Two Most Popular Trading Strategies to the Test with Bayesian Optimization
LockSimple

Jan 11, 2026

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24 min read

I Put the Two Most Popular Trading Strategies to the Test with Bayesian Optimization

Can These Strategies Beat the Market?

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Optimizing Moving Average Crossovers on the S&P 500 with Genetic Algorithms

Jan 7, 2026

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20 min read

Optimizing Moving Average Crossovers on the S&P 500 with Genetic Algorithms

A simple, interpretable trading strategy tuned via evolutionary computation slightly outperforms buy-and-hold in out-of-sample testing (2020–2026) with minimal trades

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Time Series Momentum on EUR/USD: Advanced TSMOM with Multi-Estimator Volatility Targeting
LockSimple

Jan 6, 2026

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29 min read

Time Series Momentum on EUR/USD: Advanced TSMOM with Multi-Estimator Volatility Targeting

Walk-Forward Optimized Forex Strategy Delivering 12.21% Annual Return, 0.90 Sharpe, and Superior Robustness Metrics

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Segmenting Market Structure with Time-Anchored Regressions

Jan 5, 2026

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17 min read

Segmenting Market Structure with Time-Anchored Regressions

Use Time-Aware Linear Models to Capture Local Trend Shifts and Market Behavior Segments

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

The Anatomy of the Covid-19 Market Crash
LockSimple

Jan 4, 2026

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7 min read

The Anatomy of the Covid-19 Market Crash

How the 2020 Crash Exposed the Mechanics of Panic, Volatility, and Sector Divergence

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Can a Tuned Moving Average Crossover Strategy Beat Buy & Hold?

Jan 4, 2026

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15 min read

Can a Tuned Moving Average Crossover Strategy Beat Buy & Hold?

Backtesting an Optimized Dual MA Strategy vs. Passive Holding on 10 High-Volume Stocks (2020–2025)

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

European vs. American Options: The Impact of Early Exercise on Pricing
LockSimple

Jan 3, 2026

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7 min read

European vs. American Options: The Impact of Early Exercise on Pricing

A Deep Dive into Vanilla Option Valuation Using QuantLib, with Visual Comparisons for Puts

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Scanning Optimal Credit Spreads

Jan 2, 2026

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25 min read

Scanning Optimal Credit Spreads

Rank OTM put and call spreads by expected value, probability of profit, IV, delta and pricing in Python.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Unveiling Hidden Patterns in SPY Stock Data with Latent Gaussian Mixture Models (LGMM)
LockSimple

Jan 2, 2026

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8 min read

Unveiling Hidden Patterns in SPY Stock Data with Latent Gaussian Mixture Models (LGMM)

Cut Through Market Noise: A Data Scientist's Guide to Clustering Chaos into Actionable Market Regimes with Python Examples

Ayrat Murtazin
Ayrat Murtazin
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