Sourcing with AI
Currently Locked In
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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Latest Posts
@SamuelKatsaros
Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
@SamuelKatsaros
📚 Quantitative reasoning is becoming second nature.
@SamuelKatsaros
Building with React Server Components and loving the developer experience! ⚛️
@SamuelKatsaros
My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
@SamuelKatsaros
Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
@SamuelKatsaros
📚 Quantitative reasoning is becoming second nature.
@SamuelKatsaros
Building with React Server Components and loving the developer experience! ⚛️
@SamuelKatsaros
My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
@SamuelKatsaros
Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
@SamuelKatsaros
📚 Quantitative reasoning is becoming second nature.
@SamuelKatsaros
Building with React Server Components and loving the developer experience! ⚛️
@SamuelKatsaros
My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
@SamuelKatsaros
Just deployed a new feature using Astro 4.0. The performance improvements are incredible! 🚀
@SamuelKatsaros
📚 Quantitative reasoning is becoming second nature.
@SamuelKatsaros
Building with React Server Components and loving the developer experience! ⚛️
@SamuelKatsaros
My Raspberry Pi cluster is now running Kubernetes. Time for some home lab experiments! 🥧
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.
2025
DocHub: Your development documentation in one place
A web application listing all possible development documentation based on your filters and/or quiz results.
Read more
2025
Lexicon: An Interactive Vocabulary Learning App
An iOS app designed for Apple's Swift Challenge that gamifies vocabulary learning through interactive chat and AI-driven feedback.
Read more
2024
Project Seattle: Automated Building Permit Sourcing
A Python application that automates the collection of Seattle construction permit data to identify new business opportunities.
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2024
Syllabus.Website
Created a platform for Stony Brook University students to access and share course syllabi after the official university system was taken down.
Read moreBlog
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.
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.
- data-science
- finance
- geopolitics
- alternative-data
- quant
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.
- business
- corporate-law
- strategy
- taxation
- governance
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.
- books
- innovation
- first-principles
- entrepreneurship
- personal-growth
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.
- SpaceX
- aerospace
- engineering
- propulsion
- systems-design
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.
- economics
- finance
- government
- data-analysis
- national-debt
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.
- economics
- development
- poverty
- capitalism
- economic-history
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.
- llm
- development
- opinion