Engineering Field Notes

Cloud Infrastructure • AI Systems • Distributed Architecture

Welcome to Engineering Field Notes — a structured repository of notes and explorations across cloud infrastructure, AI systems, and modern software architecture.

This site documents the systems I study, design, and experiment with — covering both foundational principles and real-world implementation patterns.

It serves as a continuously evolving archive of technical notes, architecture explorations, and system-building experiments.

This work follows the Silent Warrior philosophy — a disciplined approach to deep work, systems thinking, and technical mastery.

Alongside technology, I occasionally write reflections on resilience, discipline, and inner growth for those navigating personal and professional crossroads.

➡️ Silent Warrior Philosophy

⚙️ Operating Principles

The work documented here follows a few simple principles:

Deep Work — focused exploration of complex systems without distraction

Systems Thinking — understanding interactions across infrastructure, models, and architecture

Build to Understand — implementing ideas to internalize how systems actually work

Document the Journey — maintaining structured notes for clarity and future reference

🎯 Current Focus

Areas I am currently exploring and building:

  • Game Backend Systems — building a game backend using Go + Python

  • Containerized Development — deploying services with Docker-based workflows

  • Service Architecture — experimenting with modular backend services and APIs

  • Systems Integration — connecting gameplay logic with scalable backend infrastructure

These notes evolve as I study, experiment, and build systems.

🧠 Browse Knowledge by Domain

Explore my structured learning notes across Cloud and AI domains.

Domain Description Explore
🐳 Docker Containers, images, networking, deployments Open
☁️ GCP Cloud architecture, IAM, networking, serverless Open
🤖 LLM Prompt engineering, RAG, agents, embeddings Open
📊 ML ML systems, pipelines, model deployment Open

Recent Posts

cgroups-Resource control

If we imagine containers with only namespace and chroot, we are able to isolate processess and networking. Imagine a setup where multiple containers are runn...

Linux Namespace- The isolation engine

A process inside a namespace sees its own “version” of the system. In other words, a namespace makes process think that it is alone on the system. It basi...

chroot- The ancestor of containers

It is a linux system call that changes the root directory(/) for a process. Normally every linux process sees the same filesystem tree like this: ...

Introduction to Dockers

Docker was first released in March 2013. It is developed by Solomon Hykes & Sebastien Pahl. Docker is a set of platform as a service (PAAS) that uses OS...

Basics of Machine Learning

Before we dive deep into Artificial Intelligence (AI) and Machine Learning (ML), it’s important to understand what intelligence really means and how we can m...

Introduction to GCP

With this post , we begin to explore cloud envrironment. When i first started studying clouds, it seemed very hard and complex because of so many interdepend...

Introduction to Dockers

With this post , we begin to explore cloud envrironment. When i first started studying clouds, it seemed very hard and complex because of so many interdepend...

LLM Text Processing Glossary

A beginner-friendly glossary of key terminology used in Large Language Models (LLMs) and natural language text processing.