Frameworks
Spring Boot vs. Micronaut: Which Framework Wins?
For the last five years, Spring Boot has been my default choice for microservices. It’s the Swiss Army knife of Java frameworks. But recently, I started…
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Frameworks
JVM Internals
Java Fundamentals
Machine Learning
Machine Learning
Machine Learning
Machine Learning
Machine Learning
Machine Learning
Frameworks
JVM Internals
Understanding the JVM: More Than Just a Runtime
When I first started coding Java, I treated the JVM like a magic box. Write code, hit run, and somehow it works on Windows, Mac, and Linux. But once I star…
Java Fundamentals
Why Java Still Dominates Enterprise Development in 2024
I’ve been a full-stack developer for about a decade now, and if there’s one language I keep coming back to, it’s Java. It’s not the flashiest, and…
Machine Learning
The Future of ML: What Keeps Me Excited
Despite the hype cycles and the challenges, I’m more excited about ML than ever. The progress in the last year alone is staggering. We’re seeing models…
Machine Learning
Open Source Contribution: How to Get Started
One of the best ways to learn is to contribute to open source. But it’s intimidating. Where do you start? I started by fixing documentation typos. Seriou…
Machine Learning
Imposter Syndrome in Tech: You Belong Here
I’ve been working in ML for a few years now, and I still get imposter syndrome. I look at papers on ArXiv and feel like I know nothing. I scroll through…
Machine Learning
The Math You Actually Need: Calculus, Linear Algebra, and Stats
When I started, I was terrified of the math. Do you need to be a mathematician to do ML? No. But you do need intuition. You don’t need to solve integrals…
Machine Learning
Building a Portfolio: Projects Over Certificates
I’ve seen people with dozens of certificates who can’t solve a real-world problem. And I’ve seen self-taught people with amazing GitHub portfolios la…
Machine Learning
The High Cost of Training: Energy and Environment
We often ignore the environmental cost of training large models. Some of these models consume as much energy as a car over its lifetime. I’ve become more…