Sourcing with AI

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I work on projects that provide value, utility, or disrupt common pain-points. It's innate for humans to deviate from uncomfort. We need products to do so.

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Have a project in mind? Let's discuss, I'm always open to new opportunities.

Samuel Katsaros

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Latest Posts

Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

📚 Quantitative reasoning is becoming second nature.
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Building with React Server Components and loving the developer experience! ⚛️
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

📚 Quantitative reasoning is becoming second nature.
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Building with React Server Components and loving the developer experience! ⚛️
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

📚 Quantitative reasoning is becoming second nature.
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Building with React Server Components and loving the developer experience! ⚛️
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

📚 Quantitative reasoning is becoming second nature.
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

Building with React Server Components and loving the developer experience! ⚛️
Samuel Katsaros
Samuel Katsaros

@SamuelKatsaros

My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
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Projects

Curiosities Developed

I try to document the projects I work on. I often find myself curious, but rarely have the
time to commit to such project. Though, when I do, my creations teach me more than I anticipated.

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Blog

My Thoughts in .mdx

Whether reading, writing, or coding, I try to document my thoughts. Though my most
have a quick expiration, I found putting them down in markdown helps with my daily introspection.

View all articles
Alternative Data Signals - How Pizza Orders Near the Pentagon Can Predict Global Crises
April 14, 2024 6 min read

Alternative Data Signals - How Pizza Orders Near the Pentagon Can Predict Global Crises

An analysis of how unconventional data sources like food delivery patterns around government facilities can serve as leading indicators for geopolitical events and market movements.

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  • data-science
  • finance
  • geopolitics
  • alternative-data
  • quant
Delaware vs. Nevada - The Mathematics of Corporate Domicile Decisions
February 10, 2024 6 min read

Delaware vs. Nevada - The Mathematics of Corporate Domicile Decisions

A systematic analysis of the quantitative and qualitative factors driving corporate domicile decisions, prompted by Elon Musk's reincorporation of Neuralink from Delaware to Nevada.

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  • business
  • corporate-law
  • strategy
  • taxation
  • governance
Elon Musk by Walter Isaacson - Lessons from a Reluctant Final Page Turn
February 7, 2024 4 min read

Elon Musk by Walter Isaacson - Lessons from a Reluctant Final Page Turn

Reflections on Walter Isaacson's masterful Elon Musk biography and the key principles that drive innovative thinking, along with my new book-a-week challenge.

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  • books
  • innovation
  • first-principles
  • entrepreneurship
  • personal-growth
The Engineering Logic of Nine - Why SpaceX's Falcon 9 Uses a 3x3 Engine Configuration
February 6, 2024 7 min read

The Engineering Logic of Nine - Why SpaceX's Falcon 9 Uses a 3x3 Engine Configuration

A technical exploration of the mathematical, engineering, and operational reasoning behind SpaceX's decision to use specifically nine Merlin engines on the Falcon 9 first stage.

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  • SpaceX
  • aerospace
  • engineering
  • propulsion
  • systems-design
Scaling the Fiscal Cliff - A Mathematical Perspective on National Debt
February 10, 2024 5 min read

Scaling the Fiscal Cliff - A Mathematical Perspective on National Debt

A mathematical breakdown of federal budget numbers and the true scale of national debt, using household analogies to reveal the magnitude of fiscal challenges.

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  • economics
  • finance
  • government
  • data-analysis
  • national-debt
Free Market Capitalism as a Poverty Reduction Engine - Analyzing Milei's WEF Claims
January 18, 2024 6 min read

Free Market Capitalism as a Poverty Reduction Engine - Analyzing Milei's WEF Claims

A data-driven examination of President Javier Milei's assertion that free market capitalism has been the primary driver of global poverty reduction, with historical context and economic analysis.

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  • economics
  • development
  • poverty
  • capitalism
  • economic-history
The Future of StackOverflow in an LLM-Dominated World
January 26, 2025 2 min read

The Future of StackOverflow in an LLM-Dominated World

A critical analysis of how Large Language Models are reshaping debugging practices and what it means for StackOverflow's future.

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  • llm
  • development
  • opinion
The Military-Industrial Complex is the Bottleneck
February 6, 2024 3 min read

The Military-Industrial Complex is the Bottleneck

An analysis of how systemic failures in the Military-Industrial Complex are creating dangerous capability gaps in modern defense systems.

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  • defense
  • technology
  • opinion
  • military
Environmental Optimization - The Hidden Environmental Cost of Plastic Payment Cards
February 8, 2024 6 min read

Environmental Optimization - The Hidden Environmental Cost of Plastic Payment Cards

An analysis of the massive environmental footprint of billions of payment cards and how technological innovation can mitigate this growing problem.

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  • environment
  • technology
  • sustainability
  • fintech
  • innovation
The Engineering Evolution of SpaceX's Raptor Engine
February 10, 2024 6 min read

The Engineering Evolution of SpaceX's Raptor Engine

A deep technical dive into how SpaceX has iteratively improved the Raptor Engine through first-principles thinking, highlighting the critical improvements that have made it the most advanced rocket engine ever built.

Read more
  • SpaceX
  • engineering
  • propulsion
  • aerospace
  • optimization
My Findings After Reading The Man Who Solved The Market
April 11, 2024 5 min read

My Findings After Reading The Man Who Solved The Market

A deep dive into Jim Simons, Renaissance Technologies, and the quantitative investing revolution that changed Wall Street forever.

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  • finance
  • investing
  • books
  • technology
Starship IFT-3's Plasma Thermodynamics - An Engineering Marvel
March 14, 2024 4 min read

Starship IFT-3's Plasma Thermodynamics - An Engineering Marvel

Analysis of how SpaceX's Starship generates and withstands plasma formation during hypersonic reentry, demonstrating breakthrough thermal management capabilities.

Read more
  • space
  • physics
  • engineering
  • SpaceX
  • aerospace
The Taylor Swift Economic Multiplier - A Data Analysis
February 11, 2024 6 min read

The Taylor Swift Economic Multiplier - A Data Analysis

Examining the measurable economic impact of Taylor Swift on brand value, viewership, and consumer behavior through the lens of Super Bowl LVIII.

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  • economics
  • data-analysis
  • marketing
  • entertainment
  • brand-value