News-driven sentiment analysis for stocks, crypto, and commodities.
MarketPulse reads the latest headlines for any ticker, uses a sentiment pipeline to score each one by its likely impact on the share price and distills them into a single, confidence-weighted reading. All wrapped in an animated dark interface with live market movers, watchlists, and price charts.
| Layer | Stack |
|---|---|
| Frontend | Next.js 14 (App Router), TypeScript, Tailwind CSS, Framer Motion |
| Backend | FastAPI (async), SQLAlchemy + asyncpg, PostgreSQL, httpx |
| AI | OpenRouter - Claude Haiku 4.5 (primary) + open-model fallback |
| Data | Finnhub, Financial Modeling Prep, CoinGecko, TradingView charts |
| Infra | Railway (API + Postgres), Vercel (frontend) |
Built by Neil K.