Quantified
Edge.
Backtested signals for Indian equities. FinBERT NLP sentiment, multi-factor scanners, and honest win rates.
Core Infrastructure
FinBERT NLP · Multi-Factor Scanners · Backtested Confidence
Market Data Pipeline
End-of-day data for 100 NSE equities and 3 major indices, synced via yfinance.
FinBERT Financial NLP
Domain-specific sentiment analysis fine-tuned on financial news — not a general-purpose lexicon.
Neon PostgreSQL
Serverless PostgreSQL via Drizzle ORM. Real-time edge queries with Neon HTTP client.
Backtested Scanners
Multi-factor signals (RSI + Volume + Sentiment) with confidence calibrated to historical win rates.
Alpha Scanners
Each signal requires 3+ concurring factors. Confidence reflects historical win rate, not prediction accuracy. Educational use only.