Latest Posts
My Path to Becoming an AI Engineer: Where I'm Starting From
A year ago I didn't know what a neural network was. Now I spend most of my free time studying Python, machine learning fundamentals, and the rapidly changing landscape of AI. This post is about why I made the switch, what I'm learning, and where I want to end up — building AI systems that actually matter.
Understanding Machine Learning: What I Wish Someone Had Told Me Earlier
Machine learning sounds intimidating until you realise it's just pattern recognition at scale. In this post I break down how I got my head around supervised vs. unsupervised learning, what "training a model" actually means, and the first time I got a neural network to do something useful.
Why Chess Makes You a Better Developer (And Vice Versa)
There's a reason so many programmers play chess. Both require holding complex state in your head, thinking several moves ahead, and recognising patterns you've seen before. After reaching Diamond on Chess.com while learning to code, I started noticing the overlap in ways I didn't expect.
Cybersecurity for Developers: Why You Can't Afford to Ignore It
As I dug into backend development I kept running into security concepts — SQL injection, OWASP, authentication vulnerabilities. This post covers the security basics every developer should know, why I added Cybersecurity to my Codecademy path, and the most eye-opening thing I've learned so far.
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