A practical 30-day roadmap to understand Machine Learning from first principles — covering data, models, evaluation, and real-world workflows without unnecessary math or hype.
Blog
My ramblings on all web development techniques out there.
- JWT, OAuth, and sessions aren’t competing — they solve different problems. I break down modern authentication the way it actually works in production, without buzzwords, hand-waving, or security theater.
- Recommendation systems aren’t magic — they’re layered engineering decisions disguised as AI. I break down how Netflix-style recommenders actually work, the tradeoffs nobody mentions, and how I think about building them in the real world.
- Unlock your web app's true potential. Learn how to transform any website into a powerful, offline-first Progressive Web App (PWA), from plain HTML to modern frameworks like React and Vite.
- Learn how to implement dark mode in your website using the powerful `prefers-color-scheme` feature. We’ll also explore advanced techniques like CSS Variables for greater flexibility and maintainability.
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