Nemo’s Vector
Nemo’s Vector is a collection of tools - designed to be the compass for the everyday investor. Currently, this exists as python executable package - Findia. We are working to simplify for regular, non technical folks.
⚙️ The Engine: FinDia (InStoMaDa)
The analytical tools powering Nemo’s Vector reside in our open-source GitHub repository, InStoMaDa. FinDia is a robust Python package built to extract, transform, and analyze Indian equity market data (NSE/BSE).
Built for quantitative analysts, its core capabilities include:
- Unified Extraction: Standardizes multi-year annual statements, quarterly earnings, and historical price action into a single interface
- AI Vision OCR: Uses Gemini 2.5 Vision to digitize scanned financial statements and footnotes into structured data
- Anti-Scraping Resilience: Bypasses strict exchange rate limits by natively ingesting local NSE historical files for benchmark Total Returns Index (TRI) data
- Institutional-Grade Risk Analytics: Calculates Calendar CAGR, Annualized Volatility, Sharpe/Sortino ratios, and dynamic Market Beta against the TRI
🚀 The Road Ahead
We acknowledge that the current version of InStoMaDa requires technical expertise and is highly complex. Our active development focus is on the simplification of this engine into an intuitive, accessible platform for the everyday user.
The project is currently under active development.