OssIdeas — AI-Powered Startup Discovery Platform
Executive Summary
OssIdeas is an AI-powered SaaS platform that analyzes open-source GitHub repositories and transforms them into actionable startup business ideas. As Software Engineer, I developed and built the full platform end-to-end from intelligent AI analysis pipelines and a high-performance frontend to secure data infrastructure and a real-time subscription system designed to scale.
Technical Stack
- React.js
- JavaScript/TypeScript
- Supabase
- n8n
- Gemini
- PostgreSQL
- Stripe
The Challenge
The platform required a complex AI pipeline capable of analyzing large GitHub codebases and generating structured business insights reliably and at scale. Beyond the AI layer, the freemium model demanded airtight data isolation between users, real-time subscription enforcement, and seamless content management all without compromising performance or security.
The Solution
Engineered n8n as the core workflow orchestrator to manage specialized AI agents across the analysis pipeline. Developed a high-performance React and Tailwind frontend backed by Supabase with PostgreSQL Row Level Security for strict data isolation. Integrated Stripe Webhooks with Supabase Edge Functions to synchronize subscriptions in real-time, instantly unlocking premium features via WebSockets.
Results
Measurable Outcomes // Key Performance Indicators
Tiered data access enforced at database level via RLS policies
Scalable AI pipeline processing GitHub repositories into structured business insights
Freemium model technically secured with zero manual intervention required
Comprehensive technical documentation ensuring long-term maintainability