VitAI — AI Job Profile & Candidate Analysis Platform

VitAI is an AI-powered platform for analyzing job profiles and evaluating candidates, built to help recruiters identify strong matches faster.

Full-stack project: React on the front end, NestJS on the back end, deployed on Google Cloud.

The platform reads and analyzes CVs against role requirements, surfacing matches rather than making the recruiter read every document. A conversational interface lets the user interrogate the results — asking follow-up questions about a candidate or a role instead of filtering through a static table.

I worked across the solution: architecture, the React front end, the NestJS back end, and the integration of the AI functionality into the product flow.

Three parts took most of the design effort:

The conversational interface. Chat is easy to build and hard to make useful. The work was in shaping what the interface would and wouldn't answer, so the conversation stayed anchored to the actual data rather than drifting into plausible-sounding invention.

Integration. An AI feature is only valuable if it sits inside a workflow someone already has. The analysis had to connect to the existing hiring process, not sit beside it as a demo.

Front-to-back coherence. Building both halves meant the API shape and the interface could be designed together rather than negotiated across a handoff.

React · NestJS · Google Cloud · REST APIs · AI-powered analysis

A professional project delivered in an enterprise context.