RAG-Powered AI App Development System

RAG-Powered AI App Development System / this is a piece of art 😊 /

My Role:

AI Solutions Architect · RAG Architect · Automation Engineer

Description:

Built an AI development system for SaaS and mobile products that transforms user requirements into structured, reusable development context. A six-stage workflow analyzes the idea, matches requirements against a segmented RAG scaffold library, selects relevant components and architecture, then routes the build through n8n and AI coding APIs. The system improves consistency and reduces wasted development context by giving coding agents the right implementation knowledge at each stage.

Skills:

AI App Development · RAG · Agentic Workflows · SaaS Architecture · AI Coding Automation · Context Engineering

Tools: n8n · AI Coding APIs · Supabase · Cursor · Claude Code · Kiro · Codex

Industry:

Developer Tools · Artificial Intelligence · SaaS

Deliverables:

AI Development Architecture · Scaffold Knowledge Base · RAG Matching · Six-Step Automation · AI Coding Integration