Blogs
I document real-world systems for building and deploying applications that are practical, structured, and easy to follow. Whether you're starting from scratch or improving an existing setup, these blogs are designed to help you turn complex workflows into something clear and reliable.
May 5, 2025
How to Deploy Projects on GCE
A step-by-step guide to setting up a Google Compute Engine VM, configuring SSH access, installing Docker, connecting to GitHub, and deploying your project.
May 15, 2026
Neural Networks: 1 to 100
A complete ground-up guide to neural networks — from what a single neuron is, to how a full network learns through activation functions, backpropagation, and gradient descent.
May 23, 2025
Retrieval-Augmented Generation (RAG): Enhancing AI with Real-Time Knowledge
Explore how Retrieval-Augmented Generation (RAG) boosts the capabilities of AI systems by combining generative models with real-time document retrieval, enabling more accurate, contextual, and up-to-date responses.
June 7, 2026
How We Cut Voice-Agent Latency to Sub-500ms: A Production Architecture
A case study in building real-time voice agents: batching, model tiering, flush timers, and keeping the hot path off disk.