Building EaseOut: A React Native Productivity App on Firebase and GeminiThe problem: productivity data is scattered Most personal productivity systems do not fail because people lack tools. They fail because the tools are scattered. A job application lives in a spreadsheeJust now · 34 min readvishalkumarojha.hashnode.dev
How Notion Scales a Simple User Interface: Blocks, Databases, and On-Demand LoadingPicture a six-person product team at a fictional company, Northwind, getting ready to ship a redesigned onboarding flow. Two weeks in, their workspace holds a project page with goals and decisions, a 8h ago · 28 min readvishalkumarojha.hashnode.dev
How I Built a Human-in-the-Loop AI Job Application Pipeline with Expo, Firestore, and VercelMost "AI job application" projects optimize for volume. Paste a job description, generate a cover letter, fire it at a recruiter, repeat. That is easy to demo and risky to use. A wrong company name, a8h ago · 19 min readvishalkumarojha.hashnode.dev
Calibration Is Not Accuracy: Building a Reproducible Decision-Policy Study for Chest X-RaysA chest X-ray classifier can be excellent at ranking images and still be a poor decision tool. An AUROC of 0.89 says the model usually assigns higher scores to positive cases than to negative ones. It19h ago · 33 min readvishalkumarojha.hashnode.dev