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Oliver Buchannon
Ayrat Murtazin

DS & Finance Explorer,

How I Built a Python Script to Analyze Stock Market Patterns

How I Built a Python Script to Analyze Stock Market Patterns

Turning messy market data into something I could actually understand

Sep 29, 2025

•

10 min read

Top 10 Python Libraries Every Quant Must Know

Top 10 Python Libraries Every Quant Must Know

Sep 28, 2025

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9 min read

Mastering Merton’s Jump-Diffusion Model for Trading Insights

Mastering Merton’s Jump-Diffusion Model for Trading Insights

Sep 27, 2025

•

17 min read

I Optimized the Ichimoku Cloud Trading Strategy with Bayesian Optimization from 32% to 168% Returns

I Optimized the Ichimoku Cloud Trading Strategy with Bayesian Optimization from 32% to 168% Returns

How optimizing Ichimoku parameters with Bayesian methods can dramatically improve your trading strategy

Sep 26, 2025

•

12 min read

I Tried the Ichimoku Cloud Trading Strategy and This Is What Happened

I Tried the Ichimoku Cloud Trading Strategy and This Is What Happened

A Beginner’s Guide to One of the Most Powerful and Underappreciated Technical Indicators

Sep 25, 2025

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16 min read

Master Momentum Trading Strategies with Python 🐍

Master Momentum Trading Strategies with Python 🐍

Sep 24, 2025

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19 min read

Exploiting the Month-End Phenomenon: Simple Strategy for Individual Traders

Exploiting the Month-End Phenomenon: Simple Strategy for Individual Traders

Sep 23, 2025

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11 min read

Risk–Return Trade‐Off: MPT and CAPM with Python (1)

Risk–Return Trade‐Off: MPT and CAPM with Python (1)

Sep 22, 2025

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22 min read

Create Stock Data Dashboards in 10 minutes using Streamlit and Python

Create Stock Data Dashboards in 10 minutes using Streamlit and Python

Sep 21, 2025

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8 min read

Predicting Stock Price Movements with LSTM Using The Data from 19 Companie

Predicting Stock Price Movements with LSTM Using The Data from 19 Companie

Training a neural network to predict whether a stock’s price will go up using only historical indicators.

Sep 21, 2025

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14 min read

What is the SOFR Rate, and How to Calculate It?

What is the SOFR Rate, and How to Calculate It?

LockSimple

Sep 19, 2025

•

9 min read

Fair Value Gap (FVG) Algo-Trading with Smart Money Concepts (SMC)

Fair Value Gap (FVG) Algo-Trading with Smart Money Concepts (SMC)

Advanced Technical Analysis using SMC FVG Trading Signals in Python — ORCL Stock in Focus

Sep 18, 2025

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15 min read

Automate Key Price Zone Detection with Fibonacci Fan

Automate Key Price Zone Detection with Fibonacci Fan

Find Real Swing Anchors Using Volatility and Zigzag. Stop Guessing. Build Objective Support and Resistance Zones.

Sep 17, 2025

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19 min read

Getting Started with Itô’s Lemma for Stochastic Finance

Getting Started with Itô’s Lemma for Stochastic Finance

From geometric Brownian motion to Ornstein-Uhlenbeck, the math behind financial dynamics

Sep 16, 2025

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12 min read

Measuring Volatility Mean-Reversion

Measuring Volatility Mean-Reversion

Quantify reversion speeds, regime persistence and visualize when volatility shocks fade or linger using Python.

Sep 15, 2025

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11 min read

Why I’m Hooked on Backtesting with Python & Fastquant

Why I’m Hooked on Backtesting with Python & Fastquant

Powerful Python backtesting secrets that pros are using to supercharge trading strategies 🐍📈

Sep 14, 2025

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9 min read

Python’s Building Blocks: A Quant’s Guide to Data Types and Logic

Python’s Building Blocks: A Quant’s Guide to Data Types and Logic

Sep 13, 2025

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10 min read

The Quant’s First Steps: Setting Up Your Python Environment

The Quant’s First Steps: Setting Up Your Python Environment

Sep 12, 2025

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10 min read

Predicting Stock Prices with Python and Monte Carlo Simulation

Predicting Stock Prices with Python and Monte Carlo Simulation

Using Python to explore probability, risk, and realistic stock price forecasts.

LockSimple

Sep 10, 2025

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17 min read

Is News Sentiment the Missing Edge? Backtested Spoiler Alert... Yes!

Is News Sentiment the Missing Edge? Backtested Spoiler Alert... Yes!

What if you could measure market emotions and trade on them?

Sep 9, 2025

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20 min read

How Quants Made 4,144% Returns in 2020 While Markets Crashed: The Heston Model Edge

How Quants Made 4,144% Returns in 2020 While Markets Crashed: The Heston Model Edge

The mathematical model that revealed volatility’s true nature — and turned market panic into massive profits

Sep 8, 2025

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13 min read

Optimizing a Rate of Change Trading Strategy with Bayesian Methods

Optimizing a Rate of Change Trading Strategy with Bayesian Methods

A practical walkthrough of combining technical indicators and machine learning to refine trading decisions

Sep 8, 2025

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13 min read

A Simple Long Momentum Portfolio Strategy: 15% to 2400% Annual Return

A Simple Long Momentum Portfolio Strategy: 15% to 2400% Annual Return

Sep 6, 2025

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10 min read

Important Trading Metrics (Not Only Win-Rate And Why You Need To Track Them All)

Important Trading Metrics (Not Only Win-Rate And Why You Need To Track Them All)

Sep 5, 2025

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11 min read

Backtest result for Larry Connors "Double 7" Strategy

Backtest result for Larry Connors "Double 7" Strategy

Sep 4, 2025

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8 min read

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