--- title: "Ngbaronye Nmesirionye (@nmesirionyengbaronye) | Hashnode" description: "Backend depth, security focus, modern frontend feel. Read the latest articles by Ngbaronye Nmesirionye on Hashnode." url: "https://hashnode.com/@nmesirionyengbaronye" --- @nmesirionyengbaronye # Ngbaronye Nmesirionye @nmesirionyengbaronye · Abia, Nigeria · Joined April 2026 Backend depth, security focus, modern frontend feel [Website](https://nmesirionye.ngbaronye.com/) ### [I Built an AI Tutor That Doesn't Hallucinate – Here's How (50+ Engines, Offline-First, 190+ Users](https://panteroprelaunch.hashnode.dev/i-built-an-ai-tutor-that-doesn-t-hallucinate-here-s-how-50-engines-offline-first-190-users?utm_source=hashnode&utm_medium=feed) A solo founder's journey building an AI tutor for Nigerian students. Technical architecture, verification systems, and how I shipped with zero funding 6 min read · [panteroprelaunch.hashnode.dev](https://panteroprelaunch.hashnode.dev/i-built-an-ai-tutor-that-doesn-t-hallucinate-here-s-how-50-engines-offline-first-190-users?utm_source=hashnode&utm_medium=feed) [Aug 25](https://hashnode.com/posts/i-built-an-ai-tutor-that-doesn-t-hallucinate-here-s-how-50-engines-offline-first-190-users/6a8d05b8b4bffc81cc109a72) ### [Reworking My User Dashboard in Next.js 15: What I Broke and What I Fixed](https://panteroprelaunch.hashnode.dev/reworking-my-user-dashboard-in-next-js-15-what-i-broke-and-what-i-fixed?utm_source=hashnode&utm_medium=feed) The old dashboard "worked." But working isn't good enough. Here's the messy, honest rebuild using Server Components, Suspense, and a lot of trial and error. 4 min read · [panteroprelaunch.hashnode.dev](https://panteroprelaunch.hashnode.dev/reworking-my-user-dashboard-in-next-js-15-what-i-broke-and-what-i-fixed?utm_source=hashnode&utm_medium=feed) [Apr 16](https://hashnode.com/posts/reworking-my-user-dashboard-in-next-js-15-what-i-broke-and-what-i-fixed/69e115f7ffbb787634db5c88) ### [I Tested an API Client with AI—Without Writing a Single CSS Selector](https://panteroprelaunch.hashnode.dev/i-tested-an-api-client-with-ai-without-writing-a-single-css-selector?utm_source=hashnode&utm_medium=feed) My journey into the Breaking Apps Hackathon with Passmark and Hoppscotch 5 min read · [panteroprelaunch.hashnode.dev](https://panteroprelaunch.hashnode.dev/i-tested-an-api-client-with-ai-without-writing-a-single-css-selector?utm_source=hashnode&utm_medium=feed) [Apr 15](https://hashnode.com/posts/i-tested-an-api-client-with-ai-without-writing-a-single-css-selector/69dfbbfb46ad31000be2ea91) ### [From HTML to Next.js: The Painful (and Honest) Transition of a FUTO Undergrad](https://panteroprelaunch.hashnode.dev/from-html-to-next-js-the-painful-and-honest-transition-of-a-futo-undergrad?utm_source=hashnode&utm_medium=feed) Learning Next.js after only knowing HTML and CSS is a humbling experience. Here are my real mistakes and why I'm sticking with it while building Pante 4 min read · [panteroprelaunch.hashnode.dev](https://panteroprelaunch.hashnode.dev/from-html-to-next-js-the-painful-and-honest-transition-of-a-futo-undergrad?utm_source=hashnode&utm_medium=feed) [Apr 14](https://hashnode.com/posts/from-html-to-next-js-the-painful-and-honest-transition-of-a-futo-undergrad/69ddf14cdebb50513808ab95) ### [How I'm Building an Offline-First AI Mentor from My FUTO Hostel Room](https://panteroprelaunch.hashnode.dev/how-i-m-building-an-offline-first-ai-mentor-from-my-futo-hostel-room?utm_source=hashnode&utm_medium=feed) No internet? No problem. Here's the tech behind Pantero and why it matters for African youth. 3 min read · [panteroprelaunch.hashnode.dev](https://panteroprelaunch.hashnode.dev/how-i-m-building-an-offline-first-ai-mentor-from-my-futo-hostel-room?utm_source=hashnode&utm_medium=feed) [Apr 13](https://hashnode.com/posts/how-i-m-building-an-offline-first-ai-mentor-from-my-futo-hostel-room/69dcd896900c6a0f145681f4)