Media
SignalScope: Realtime Media Monitoring
A production media intelligence platform that monitors multiple media sources in real-time, turning thousands of articles into actionable insights through automated scraping, sentiment analysis, and topic modeling.
Architected a real-time media intelligence platform with Next.js 15 + React 19 App Router, deployed to Cloudflare Workers via OpenNext for low-latency edge delivery.
Engineered Camoufox headless-browser scraping with Playwright and optional SOCKS5 exit proxies for robust multi-source collection.
Built Supabase PostgreSQL job orchestration with service-role-only RPC shard lifecycle and attempt-aware quotas, ensuring reliable concurrent scraping.
Implemented stateless HMAC JWT session auth via Web Crypto, plus LLM-powered sentiment and topic enrichment through an OpenAI-compatible API for real-time insight extraction.
Automated 24/7 media monitoring through VPS systemd workers, enabling always-on article collection.
Tech stack
Next.jsReactTypeScriptSupabase (PostgreSQL)Cloudflare WorkersOpenNextPlaywrightCamoufoxVPS Deployment