Windows SSH Guide
A step-by-step guide to enabling OpenSSH on Windows, connecting from any machine, and setting up key-based auth so you never type a password again.
On ML fairness, systems design, explainable AI, and the questions engineers skip. 25 posts and counting.
A personal journey through my life experiences and lessons learned — still being written.
A quick recap of all the incidents in my life in 2024 — the journey, the wins, and everything in between.
A complete jQuery prep guide — from basic selectors and DOM manipulation to AJAX, plugins, and the most common interview questions.
A living reference for Pandas — data structures, DataFrame operations, cleaning, and every command I use day-to-day.
Learn Docker in a simple and easy way — containers, images, volumes, networking, and how to actually ship with Docker in production.
A comprehensive guide to get started with React development — hooks, state, components, and the mental model that makes React click.
A candid guide to menstruation written from a man's perspective — because understanding it shouldn't be taboo.
We treat fairness like a policy question: should the model be fair? But once you answer yes, you're immediately standing in front of a purely technical wall.
A comprehensive 9-day plan to master the fundamentals of Machine Learning, with daily tasks, hands-on projects, and curated resources.
A deep dive into Next.js pages — dynamic routing, Static Generation vs. Server-side Rendering, and when to use each pre-rendering strategy.
A quick recap of all the incidents in my life in 2025 — still writing it as the year unfolds.
The demo always works. The retrieval pipeline that handles 1,000 ZIP codes, multilingual queries, and users who type 'house in good school district' is a different problem.
A compilation of lessons learned the hard way — on work, relationships, growth, and what actually matters when you zoom out.
A step-by-step guide to making your first open-source contribution on GitHub — from forking to pull request, without the confusion.
A single CSS rule was responsible for 228 non-composited animation warnings in Lighthouse. Here's exactly why it happens and how to fix it.
A comprehensive guide to every major sorting algorithm in Python — bubble, merge, quick, heap, radix — with time complexity analysis and when each shines.
A comprehensive guide to Sankey plots — what they are, how to build them with Plotly, and how to read them to spot bottlenecks and flow distributions.
30 SQL problems from basic SELECT to window functions and CTEs — with sample data you can actually run to practice every query.
30 JavaScript practice problems from basic to advanced — real-life problem solving covering closures, async, design patterns, and interview prep.
A quick guide to extracting all images from any website using JavaScript — fetch, DOMParser, and a React component you can drop in.
A quick recap of all the things that happened in 2023 — the projects, the failures, the lessons, and what I'm carrying into the next year.
The core concepts of system design — scalability, caching, load balancing, database replication, and sharding — with diagrams and real-world examples.
Working through Neetcode 150 — carefully selected problems covering arrays, hashmaps, sliding window, stacks, and more, with multiple solution approaches.
We had four explainability methods and four CNN architectures. None of them agreed with each other. That disagreement was the finding.