“Knowledge is not merely collected—it is fortified.”
Welcome to Citadel, my digital fortress of knowledge.
This vault is where I document everything I learn, build, break, and rebuild. Instead of letting useful information disappear into bookmarks, browser history, or forgotten notes, I preserve it here in a structured, searchable, and interconnected knowledge base.
Whether it’s a machine learning algorithm, a Linux command I always forget, a development setup, or notes from a research paper,if it’s worth remembering, it belongs in the Citadel.
⚔️ Purpose
The goal of this vault is simple:
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Build a second brain for technology.
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Learn in public through well-organized notes.
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Connect concepts instead of storing isolated information.
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Create documentation that my future self will actually enjoy reading.
📚 Sections
🤖 Machine Learning & AI
Algorithms, mathematics, model implementation, evaluation metrics, feature engineering, deep learning, LLMs, and research notes.
💻 Software Development
Programming languages, frameworks, design patterns, APIs, debugging, testing, architecture, and best practices.
📊 Data Science & Analytics
Statistics, data visualization, SQL, ETL pipelines, experimentation, analytics engineering, and business intelligence.
🛠️ DevOps & Infrastructure
Linux, Docker, Kubernetes, networking, cloud platforms, automation, CI/CD, self-hosting, and server administration.
🧠 Computer Science
Operating systems, databases, networking, algorithms, data structures, cryptography, and distributed systems.
📖 Guides & Setups
Installation guides, troubleshooting, environment configuration, productivity workflows, and personal reference material.
📄 Research & Reading
Paper summaries, book notes, interesting articles, and concepts worth revisiting.
🚀 Projects
Architecture notes, documentation, implementation details, experiments, and lessons learned from personal projects.
🔍 Navigation
If you’re new here, consider starting with:
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Projects — See what I’m building.
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Guides — Practical tutorials and configurations.
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Machine Learning — Core AI and data science topics.
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Software Development — Programming notes and references.
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Research — Papers and long-form learning.
Or simply use the search bar to find exactly what you’re looking for.
🏹 Philosophy
A fortress is built stone by stone.
Likewise, expertise is built note by note.
This vault is not intended to be perfect. It is intended to grow. Every article is a snapshot of what I know today and may evolve as I learn more tomorrow.
If a note helped you solve a problem or understand a concept, then the Citadel has served its purpose.
“The strongest walls are built from countless stones. The strongest knowledge is built from countless notes.”