Generative AI
AI Interview Platform
Assessment product that generates technical interview questions on the fly and scores candidate responses automatically.
Overview
An interview platform inside Assesshub's assessment product. Rather than drawing from a fixed question bank, it generates technical questions dynamically per candidate and evaluates the responses automatically, so assessments can cover a wider surface without a proportional amount of manual authoring and review.
Role
Built at Assesshub in Next.js and TypeScript. I worked on the question generation, the scoring pipeline and the screen the candidate actually sees.
The hard part
The model output had to be trustworthy enough to sit inside a real assessment. Questions had to stay relevant to the role being tested, and two candidates giving the same answer had to get the same score. Consistency was the hard part, not generation.
Architecture
Next.js and TypeScript across the application, with generative AI driving both question generation and response evaluation.
Stack
- Next.js
- TypeScript
- Generative AI