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GuruFinance Insights

Ayrat Murtazin

Your ultimate resource for mastering trading strategies, coding techniques, and market insights.

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Issues44Founded2 years agoLast Issue5 days ago
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Latest Issues

My Humble Journey into AutoML with Python for Quantitative Finance — Part 1: LazyPredict

LazyPredict provides a fast and effective way to benchmark multiple ML models in quantitative finance. Across several financial applications (credit risk, fraud detection, churn, and stock prediction), it consistently shows that quick model...

5 days ago
2

I built a research terminal for systematic traders.

AlgoEdge Research is live. 33 strategies scored every trading day, a regime detector, a full volatility suite, options flow, institutional data, and Python notebooks for every model — all in one browser tab. This is a complete walkthrough....

8 days ago
1

SPY–VIX Market Regime Detection and Risk-Aware Trading with Deeptime

This study is focused on a TICA-based regime detection framework for equity markets. Results suggest the strategy successfully identifies market regimes using SPY and VIX data and consistently reduces risk, especially volatility and drawdow...

12 days ago
1

Striking Backtesting Performance of the PLTR Elliott Wave Algo-Trading Strategy vs Buy&Hold

“The stock market is not a gamble; it is a business. And it should be conducted as such, and it must be, to be successful.” — Ralph Nelson Elliott

Image Design by the Author via Canva.

  • In this post, we’ll take a look at the high-frequ...
a month ago
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From SPY Underperformance to Macro Alpha Across Bonds, Commodities, and Crypto: A Bayesian-Optimized MAMA/FAMA Crossover Trading Strategy

This blog presents a systematic trading framework based on Ehlers’ Hilbert transform methodology using MAMA/FAMA to adaptively detect market cycles and regime shifts across equities, bonds, commodities, and crypto from 2015 to 2026, impleme...

a month ago

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  • Ayrat Murtazin

    \ud83d\udd25 Quant finance & algo trading in Python \ud83d\udd25 30+ backtested strategies published \ud83d\udd25 5,000+ traders read my free weekly notebook ↓ Grab 3 free ready-to-run https://algoedgeinsights.beehiiv.com/subscribe

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