All work
AI / ML
RNCT Platform
National career guidance platform
A national career guidance platform. It runs automated evaluation interviews, maps each candidate's skills, and matches them to jobs and training programs. It is multi-tenant and hosted in Tunisia.
- Next.js
- NestJS
- Python
- RAG
- LLMs
- Docker
- Multi-tenant SaaS
Constraints
- Sovereign hosting: the platform has to run on infrastructure in Tunisia.
- Multi-tenancy: one deployment serves several separate tenants.
Architecture
- Evaluation interviews run by LLMs.
- RAG-based skills mapping.
- Job and training matching based on the mapped skills.
- Containerized with Docker.