- Role
- AI Engineer
- Period
- Dec 2025 to Feb 2026
- Status
- Shipped
- Stack
- Next.jsPythonFastAPIPostgreSQLReal-time inference
01The problem
Interview outcomes hinge on behavioural signals that everyone in the room perceives and nobody records. The assessment is real; the evidence is anecdotal.
02What I built
An end-to-end platform performing real-time psychometric and behavioural analysis during structured sessions, tracking indicators such as confidence as they move across the session.
Interactive dashboards that show how each indicator changed over time, so a reviewer can see the shape of a session rather than a single score.
Post-session reports covering psychometric trends, session summaries, behavioural insights, and areas for improvement, plus self-assessment workflows letting a participant compare their own read against the platform's.
Built across every layer: frontend, backend, database, AI integration, data visualisation, and reporting.
03Outcome
Owned from architecture through testing, production deployment, and post-release iteration.