Your model working in a notebook means nothing. I break down what it actually takes to deploy ML systems in production — the messy parts, the real tradeoffs, and what I wish I knew earlier.
Blog
My ramblings on all web development techniques out there.
- 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.
- 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.
Tags
react (7)Machine Learning (3)React (3)Javascript (3)System Design (2)Python (2)CSS (2)React Hooks (2)Cheatsheets (1)Roadmaps (1)PWA (1)Vite (1)rehype (1)prettier (1)MLOps (1)Real World ML (1)Markdown (1)MDX (1)Github (1)Authentication (1)Web Security (1)Backend (1)Developer Basics (1)Pandas (1)Data Science (1)Leetcode (1)Data Structures (1)Algorithms (1)Interview Prep (1)Dark Mode (1)Web Design (1)Frontend Development (1)Web Development (1)Tailwind CSS (1)Applied Systems (1)Recommender Systems (1)Practical AI (1)Web Developement (1)Responsive Designs (1)