Social Intel — Dataset marketplace with 100+ social media sources; custom datasets delivered in 1–3 days.
Pulse Aggregator — Live news-aggregation SaaS pulling from 10,000+ sources, built with a Next.js frontend.
FinPull (Coming Soon) — Unified trading dashboard for stocks, forex, crypto, and futures, with explicit latency labeling.
Certus Data (Coming Soon) — Data/content pipeline verification suite: EnrichAudit, LinguaCheck, SourceLock, ScrapeWatch, WhyChanged, NuanceBench, FilterGap.
- Backend: Python, FastAPI/Uvicorn, SQLAlchemy/Alembic, PostgreSQL
- Scraping/Tasks: Playwright, cloudscraper, feedparser, APScheduler
- Auth/Security: PyJWT, PyOTP, bcrypt, cryptography
- Real-Time: WebSocket + Redis pub/sub (FinPull)
- Frontend: Next.js (App Router), TypeScript
- Data Science: pandas, NumPy, scikit-learn, Matplotlib
- Deep Learning: PyTorch (or TensorFlow)
- Big Data: Apache Spark (PySpark)
- Other Languages: R (dplyr, ggplot2)
- Deployment/Infra: Docker