NeptuneBlue AI SaaS — RAG · Multi-Tenant · FastAPI by Rania BenotmanNeptuneBlue AI SaaS — RAG · Multi-Tenant · FastAPI by Rania Benotman

NeptuneBlue AI SaaS — RAG · Multi-Tenant · FastAPI

Rania Benotman

Rania Benotman

NeptuneBlue — AI-Powered SaaS Platform

Role: Founder & Full-Stack Engineer Company: NeptuneBlue Technology Ltd (UK) Timeline: January 2026 – Present

Overview

Architected and built an AI-powered SaaS product from scratch — handling everything from company formation to full-stack engineering and go-to-market strategy.

Technical Stack

Frontend: React.js / TypeScript
Backend: Python FastAPI
AI Pipeline: RAG (Retrieval-Augmented Generation) using GPT-4o + Qwen3 + pgvector for domain-specific LLM integration
Database: PostgreSQL with pgvector for semantic search
Infrastructure: Docker containerisation, Grafana production monitoring, GitHub Actions CI/CD
Billing: Stripe subscription management

Key Features Built

Multi-tenant architecture with organisation management, team access controls, and role-based permissions
RAG pipeline enabling context-aware AI responses grounded in custom knowledge bases
Stripe billing with subscription tiers and usage-based access controls
Automated CI/CD via GitHub Actions — staging and production deployments on every commit
Production monitoring with Grafana dashboards and automated alerting

Highlights

Built end-to-end as a solo founder engineer — architecture, backend, frontend, DevOps, and product strategy
Implements clean architecture and SOLID principles throughout
Designed for scalability from day one with microservices-ready structure
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Posted May 1, 2026

Multi-tenant AI SaaS with RAG pipeline (GPT-4o + Qwen3 + pgvector), React/TypeScript frontend, Python FastAPI backend, Stripe billing, Docker, Grafana monitoring & GitHub Actions CI/CD.