Hello everyone! It’s me, Voke || vawkei, the MERN developer with the fire, and this marks the start of a #buildinginpublic series where I’ll be building a CV Analyzer web application from scratch.
This will be a full-stack application built with:
- React.js on the frontend
- Node.js / Express.js on the backend
- A database-backed architecture
- An LLM integration to analyze job–candidate fit
The goal of the app is simple but practical:
To allow a user (or recruiter) to analyze how well a CV matches a job role using AI and understand why.
This series isn’t a polished tutorial.
It’s a live build diary.
As I design, code, break things, and fix them, I will document:
- architectural decisions
- mistakes and trade-offs
- prompts, AI logic, and integration choices
- real-world challenges that don’t show up in “perfect” demos
The series will be long, detailed, and raw.
The aim is not just a working product, but a clear record of how it was built.
So what are we waiting for? Let’s get this party started…
I will catch you in the next part.
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