Writing & Insights

Thoughts on
code & craft.

Writings on AI, full-stack development, and my journey growing from a CS student into a real-world software engineer.

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AI / MLFeb 2026·8 min read

How I Approach Machine Learning Projects as a Student

A practical breakdown of my workflow — from data understanding to model evaluation — using real project experience. Covers feature engineering, cross-validation, and avoiding the most common pitfalls.

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4 articles
Web Development
Jan 2026·6 min read

Why Next.js Is My Go-To Framework for Modern Web Apps

My experience building scalable, performant applications with Next.js and why it fits production needs.

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Engineering
Dec 2025·5 min read

From College Projects to Production-Level Thinking

How I transitioned from academic coding to writing clean, maintainable, real-world software.

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Backend
Nov 2025·7 min read

Building REST APIs with Node.js and Express

A deep dive into structuring scalable APIs — middleware, error handling, and deployment patterns.

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DevOps
Oct 2025·6 min read

Docker for Developers: A Practical Introduction

Containers demystified — how I containerize projects and why it changed my deployment workflow.

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