Python-powered options strategies for systematic traders

Weekly breakdowns of quantitative trading, seasonal patterns, and options strategies, using a physicist's systematic and analytical approach to trading.

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Fabio Baruffa
Fabio Baruffa — PhD Quantum Computing  ·  ex-Intel  ·  ex-AWS  ·  Lead Cloud Consultant  ·  Quant Trader & Investor  ·  Startup Mentor

Latest Posts

Max Pain in Options Trading: Manipulation or Market Dynamics?

It's Friday late evening, and I am trading options. The market closes in a few hours, and I am monitoring my positions before the options expiration. I am watching SPY...

Options Liquidity and Market Execution

Before any option trade, I spend a lot of time analyzing the market, identifying a perfect setup, calculating my edge, and then I enter the trade. My thesis plays out...

Reading Options Volume and Open Interest

I often find that a simple physics analogy makes trading concepts easier to grasp, particularly when explaining the difference between what’s moving and what’s already...

Expected Move: The Options Trader’s Guide

Before earnings, product launches, or Fed announcements, traders face a critical question: How much will this stock actually move? The expected move answers this by...

Spread Trading with Z-Score

Pairs trading exploits the principle of relative value. Like in physics, we sometimes do not care only about absolute values — we care about deviations from a reference...

Analyzing and Detrending Yearly Cumulative Returns

Stock prices — and even their cumulative returns — often show long-term upward or downward trends that can mask underlying behavior. In this post, we’ll use Python to...