All Articles

What is DevOps? A beginner's Guide

In today's high paced and competitive software world, businesses are required to ship software solutions faster. Software that is not only reliable, but efficient and of high quality. This is...

AI Is Changing Your Brain (Like It or Not)

A deep look at how constant interaction with AI is rewiring the way we think, remember, and solve problems—often without us realizing it.

Chasing Performance - Deconstructing Python Bytecode, Emitted Machine Code, and F# Efficiency

In today's performance-critical computing, F# and Python reveal striking differences when evaluating polynomials. This post dives into low-level instructions, benchmarking Horner’s method for faster, more efficient computation

Web API Testing: Building Trust Through Automation

APIs power your apps, but failures can frustrate users and break trust. I tried to explore how auth issues, poor error handling, and slow responses impact the user experience

Object-Oriented Programming in Machine Learning

Object-Oriented Programming (OOP) enhances modularity and reusability in machine learning by structuring code into encapsulated classes, reducing duplication with inheritance, and enabling flexible model swapping through polymorphism. While OOP improves...

Naive Bayes Spam Filtering

The following is a step by step quide for spam fitering using Naive Bayes. Refer to the previous posts for a deeper explanation on Bayes Theorem and Naive Bayes. In...

Simple Moving Average Crossover Strategy in F#

Learn how to build a Moving Average Crossover trading strategy in F#—a beginner-friendly guide to algorithmic trading. This step-by-step tutorial breaks down the math behind trend-following signals, implements a clean...

How to Write DevOps (Or Any Tech) Documentation That Actually Helps Your Team

A guide to writing clear, actionable, and maintainable documentation that truly helps your team.

Implementing Change Logs in Django Apps

Change logs (or audit logs) are crucial for tracking modifications to your data over time. They provide transparency, accountability, and can be invaluable for debugging or compliance purposes. In this...