Autonomous AI Ingestion
Daily Vercel Crons sweep multi-region RSS feeds across the US, HK, TW, and IN. Incoming articles are duplicate-hashed before spend, then summarized and categorized by an OpenRouter LLM pipeline within serverless time budgets.
Back to Our Work
Real-time media intelligence
StreamPulse
A unified streaming command center that aggregates localized entertainment news, tracks global media releases, and curates personalized user watchlists across multiple international regions.
Built as a Vite and React single-page application backed by Vercel serverless functions and a Neon PostgreSQL database via Drizzle ORM. The core engine runs an automated multi-region RSS ingestion pipeline triggered by Vercel Crons. To control operational overhead and gate LLM token spend, incoming articles undergo strict pre-spend title and URL deduplication before being dynamically classified by an OpenRouter structured AI engine, safely executing within tight serverless function time budgets.
- Real-time Data
- Content Aggregation
- Gemini API
- AI-Accelerated Delivery
Please provide your project scope and details in the form so our team can best prepare for the session.
https://streampulse.semsotai.ca/dashboard
System Architecture & Engineering Highlights
Hardened Edge Resiliency
React 18 Strict Mode–safe auth token persistence via sessionStorage keeps sessions stable across remounts. Cross-origin image fallback boundaries keep poster grids intact on mobile Safari and Chrome when remote CDNs fail.
Cloud-Native Stack
Vite + React SPA with Tailwind CSS, deployed on Vercel Edge Serverless Functions and backed by a Neon Serverless PostgreSQL schema via Drizzle ORM for low-latency, region-aware data access.