What it is
StockPulse is a research platform for Indian (NSE/BSE) and US equities. It pulls fundamentals, technicals, mutual-fund data, and AI-generated outlooks into one screen — the one I always wished existed when researching a stock.
Why I built it
Bouncing between Screener, Tickertape, Moneycontrol, and Yahoo Finance for every stock I researched became tedious. I wanted a single SWOT-style view I could glance at before going deeper.
Features that matter
- SWOT generation — auto-derived strengths/weaknesses/opportunities/threats from financials.
- Real-time price + technicals across NSE, BSE, and US tickers.
- Mutual fund analytics — overlap, expense ratios, rolling returns.
- AI predictions — directional outlook based on fundamentals and momentum.
- 25+ features in total — see the README on GitHub for the full list.
What I learned
Financial data sources lie, contradict each other, and rate-limit you. Half the codebase is reconciliation logic and caching. The interesting engineering isn't the charts — it's making the data trustworthy.