All work
AI / ML
RNCT Platform
National AI career-guidance platform
An AI-driven national career guidance platform orchestrating automated evaluation interviews, dynamic skills mapping, and intelligent job and training matching — architected as multi-tenant SaaS with sovereign hosting in Tunisia.
- Next.js
- NestJS
- Python
- RAG
- LLMs
- Docker
- Multi-tenant SaaS
Constraints
- Sovereign hosting: the platform runs inside Tunisia rather than on foreign infrastructure.
- Multi-tenancy: one deployment serves separate tenants at national scale.
Architecture
- Automated evaluation interviews driven by LLMs, replacing manual assessment.
- A dynamic skills-mapping layer that maintains a live registry rather than a static taxonomy.
- Job and training matching built on retrieval over that skills registry.
- Multi-tenant SaaS architecture, containerized with Docker for sovereign deployment.