Category: GitHub Repos

Markdown Indexer: Automatically Generate Table of Contents for Your Documentation

Writing comprehensive documentation is essential, but maintaining a well-organized table of contents can be tedious. If you’ve ever manually numbered headers or created navigation links in your Markdown files, you know how time-consuming it becomes as your documentation grows. That’s where Markdown Indexer comes in—a Python tool that automates the entire process. What is Markdown […]

IP Inspector: A Lightweight Browser-Based Network Analysis Tool

Network administrators and DevOps engineers frequently need to analyze IP addresses and CIDR blocks during infrastructure planning, troubleshooting, and security audits. While many online tools exist for this purpose, most require backend servers, collect analytics, or lack transparency in their calculations. IP Inspector addresses these concerns by providing a fully client-side, open-source solution that runs […]

Building an Interactive PCA Analysis Tool: A Deep Dive into Dimensionality Reduction

Principal Component Analysis (PCA) is one of the most fundamental techniques in data science and machine learning, yet understanding its mathematical foundations can be challenging. To bridge this gap, I developed an interactive web-based tool that visualizes every step of the PCA process, making this powerful technique accessible to students, researchers, and data practitioners. The […]