Full Stack2026*Full Stack Engineer
radarX
Hybrid-Cloud AI Intelligence Platform
Overview
radarX is a hybrid-cloud intelligence platform that revolutionizes how sales teams handle incoming opportunities. It uses self-hosted AI models via Ollama for on-premise inference, automated data ingestion through n8n workflows, and a secure Next.js dashboard with JWT authentication and RBAC — all containerized with Docker and deployed on a VPS with Nginx.
Technologies
Next.jsPostgreSQLPrisman8nOllamaDockerSSH Tunneling
Gallery
Challenges
- Running AI inference on a low-budget VPS with limited GPU resources
- Automating data ingestion from multiple sources reliably
- Securing internal dashboards with robust authentication and RBAC
Solutions
- Reduced AI API costs by ~90% using reverse SSH tunnels to offload LLM processing to a local machine running Ollama
- Built automated n8n workflows for real-time data ingestion and processing
- Implemented stateless JWT auth (jose, bcryptjs) with Role-Based Access Control
Results
- ~90% reduction in AI API costs
- Fully automated data pipeline with zero manual intervention
- Production-ready deployment with Docker + Nginx SSL termination