Custom + pre-enriched social media datasets — pick platforms and keywords, we collect, enrich, and deliver in CSV/JSON/JSONL/Parquet.
Enrichment is fully deterministic (no LLM) — sentiment, topics, financial signals, bot detection, 250+ fields per post, 25 quality checks.
Custom datasets delivered in 1–3 days from $9 (10K–25K rows). Free catalog for datasets under 10K rows, free 100-row samples, no signup needed.
FastAPI PostgreSQL Next.js Playwright PayPal AWS S3 VADER Lexicon
Production news platform indexing 100000+ articles per week from 10,000+ news sources updated hourly.
4-tier RSS fallback → Playwright scraper (paywalls) → hourly APScheduler → full-text search + REST API
FastAPI PostgreSQL Playwright Next.js APScheduler
Production Goodreads scraper → structured CSV/JSON datasets (quotes, authors, tags).
BeautifulSoup Pagination Data validation Multi-page
FinPull (Upcoming)
Financial data pipeline pulling OHLCV, earnings, P/E ratios, and analyst ratings into structured datasets.
Playwright + yfinance → FastAPI → PostgreSQL → REST API + Next.js dashboard
Playwright yfinance FastAPI PostgreSQL Next.js
Target: Traders · Analysts · Portfolio dashboards
| Layer | Tools |
|---|---|
| Scraping | Playwright · BeautifulSoup · Asyncio · Proxy rotation |
| Data | Pandas · NumPy · Parquet/JSONL exports |
| Backend | FastAPI · PostgreSQL · APScheduler · JWT |
| Frontend | Next.js 15 · Tailwind · TypeScript |
| Infra | Vultr · Vercel · Supabase · Docker |
freeCodeCamp Certified: Responsive Web Design (Mar 2024) · Scientific Computing with Python (Nov 2025)