Soumyadeep Pradhan - Blog https://soumya.io/blog Notes on engineering, software craft, and the occasional detour into other things. By Soumyadeep Pradhan, Full-Stack Developer at JPMorgan Chase. en-us contact@soumya.io (Soumyadeep Pradhan) contact@soumya.io (Soumyadeep Pradhan) Sat, 03 May 2026 00:00:00 +0000 https://soumya.io/og-image.png Soumyadeep Pradhan - Blog https://soumya.io/blog Ever Wondered How Indexing Works in Databases? https://soumya.io/blog/database-indexing-explained https://soumya.io/blog/database-indexing-explained Sat, 03 May 2026 00:00:00 +0000 B-Trees, hash indexes, LSM trees, and what your database is really doing when you CREATE INDEX. contact@soumya.io (Soumyadeep Pradhan) databases backend performance deep-dive Building CodeScope: Visualizing Codebases with AI https://soumya.io/blog/building-codescope https://soumya.io/blog/building-codescope Mon, 21 Apr 2026 00:00:00 +0000 How I designed an AI-assisted system that turns sprawling repositories into navigable mental models. contact@soumya.io (Soumyadeep Pradhan) AI developer-tools visualization software-architecture Six things I learned in my first year as an SDE2 https://soumya.io/blog/sde2-lessons https://soumya.io/blog/sde2-lessons Sun, 15 Mar 2026 00:00:00 +0000 The unwritten rules of mid-level engineering, what I wish someone had told me on day one. contact@soumya.io (Soumyadeep Pradhan) career engineering growth sde2 What singing taught me about writing software https://soumya.io/blog/singing-and-software https://soumya.io/blog/singing-and-software Mon, 02 Feb 2026 00:00:00 +0000 A short essay on practice, restraint, and why your hobbies make you a better engineer. contact@soumya.io (Soumyadeep Pradhan) essay creativity software-craft hobbies