Public Signals into Actionable Intelligence
Project Vanguard
A personal learning build: an AI competitive-intelligence engine that reads public competitor signals — SEC filings, GitHub, news, patents, hiring — and turns them into cited, ranked sales insights.
- Next.js
- Flask
- Python
- PostgreSQL
- Gemini AI
- Tailwind CSS
- SQLAlchemy
Multi-Source Signal Monitoring
Reads public competitor activity in parallel across SEC EDGAR filings, GitHub, Google News, USPTO patents, and hiring boards — each signal keeping its original source URL and verbatim excerpt.
AI Reasoning & Classification
A Gemini-powered step judges every event for type, severity, and relevance, filtering routine noise so only meaningful competitive moves surface.







